RepoTrending RepoTrending
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$ trending --industry=data-analytics

Trending data and analytics repos on GitHub.

Dashboards, business intelligence, reporting and data pipelines. 24 of the repos with a page match data and analytics at high confidence, with 946,969 stars between them. The biggest is grafana/grafana at 77.6k stars.

How these repos were chosen

So far umami-software/umami has gained the most stars here (+179); a full week of numbers is ready on Oct 30.

Each repo is scored from three kinds of evidence: its GitHub topics, words in its description (whole words, any case) and words in its name. A strong term is worth 2 points and a weak one 1, one kind counts for at most 3, and the total is the confidence: high from 4 (two kinds agree), medium from 2, low at 1. A repo is in at most two industries. This page lists high repos only. The strong terms are:

#analytics#data-analytics#data-analysis#web-analytics#business-intelligence#bi#data-visualization#data-visualisation#etl#elt#data-pipeline#data-pipelines#data-engineering#data-warehouse#data-integration#reporting#metabase#superset#tableau#power-bi#olap#data-lake#data-lakehouse#dbt
“business intelligence”“data analytics”“web analytics”“data visualization”“data visualisation”“etl”“data pipeline”“data pipelines”“data warehouse”“data lake”“reporting tool”“product analytics”“bi tool”“data analysis”“sql analytics”

Of the 24 repos listed, all are high; 50 more matched at medium and 45 at low and are left out. On Oct 25, 2026 we read 150 sorted repos from all industries by hand, 50 at each confidence: 46 of 50 high (92%) were in the right industry, against 30 of 50 medium (60%) at medium and 19 of 50 low (38%) at low. The sample covers all industries, so expect an occasional repo here that does not belong.

Data of Oct 28, 2026 Updated 00:41 UTC 24 repos

Data and analytics repos trending today

  1. 01
    DataTalksClub / data-engineering-zoomcamp

    Data Engineering Zoomcamp is a free 9-week course on building production-ready data pipelines. Join the course here 👇🏼

    Jupyter Notebook Stars gained per day, last 7 days: +17, +19, +23, +20, +42 +42 latest +4246.5k
  2. 02
    grafana / grafana

    The open and composable observability and data visualization platform. Visualize metrics, logs, and traces from multiple sources like Prometheus, Loki, Elasticsearch, InfluxDB, Postgres and many more.

    TypeScript Stars gained per day, last 7 days: +11, +21, +22, +29, +22 +22 latest +2277.6k
  3. 03
    pandas-dev / pandas

    Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more

    Python Stars gained per day, last 7 days: +15, +8, +16, +22, +21 +21 latest +2150.3k
  4. 04
    umami-software / umami

    Umami is a privacy-first web and product analytics platform. Traffic, campaigns, behavior, conversions, and revenue in one place. No cookies, no surveillance, self-hosted or in the cloud.

    TypeScript Stars gained per day, last 7 days: +41, +49, +35, +33, +21 +21 latest +2139.7k
  5. 05
    PostHog / posthog

    :hedgehog: PostHog is the leading platform for building self-driving products. Our developer tools – AI observability, analytics, session replay, flags, experiments, error tracking, logs, and more – capture all the context agents need to diagnose problems, uncover opportunities, and ship fixes. Ste…

    Python Stars gained per day, last 7 days: +4, +22, +23, +22, +20 +20 latest +2040.5k
  6. 06
    ClickHouse / ClickHouse

    ClickHouse® is a real-time analytics database management system

    C++ Stars gained per day, last 7 days: +21, +18, +11, +21, +18 +18 latest +1850.6k
  7. 07
    plausible / analytics

    Open source, privacy-first web analytics. Lightweight, cookie-free Google Analytics alternative. Self-hosted or cloud.

    Elixir Stars gained per day, last 7 days: +16, +17, +17, +18, +15 +15 latest +1529.7k
  8. 08
    cube-js / cube

    📊 Cube Core is open-source semantic layer for AI, BI and embedded analytics

    Rust Stars gained per day, last 7 days: +5, +6, +3, +7, +14 +14 latest +1421.1k
  9. 09
    metabase / metabase

    The easy-to-use open source Business Intelligence and Embedded Analytics tool that lets everyone work with data :bar_chart:

    Clojure Stars gained per day, last 7 days: +22, +10, +9, +22, +11 +11 latest +1149.9k
  10. 10
    apache / superset

    Apache Superset is a Data Visualization and Data Exploration Platform

    Python Stars gained per day, last 7 days: +16, +18, +9, +21, +10 +10 latest +1075.3k

Data and analytics repos trending this week

This week's ranking is still filling up. Data collecting since Oct 23, 2026. We have 5 of 7 days. Showing the best of what we have, marked partial. Full ranking starts Oct 30.
5 / 7 daysData collecting since Oct 23
  1. 01
    umami-software / umami

    Umami is a privacy-first web and product analytics platform. Traffic, campaigns, behavior, conversions, and revenue in one place. No cookies, no surveillance, self-hosted or in the cloud.

    TypeScript Stars gained per day, last 7 days: +41, +49, +35, +33, +21 +21 latest +17939.7kpartial
  2. 02
    DataTalksClub / data-engineering-zoomcamp

    Data Engineering Zoomcamp is a free 9-week course on building production-ready data pipelines. Join the course here 👇🏼

    Jupyter Notebook Stars gained per day, last 7 days: +17, +19, +23, +20, +42 +42 latest +12146.5kpartial
  3. 03
    grafana / grafana

    The open and composable observability and data visualization platform. Visualize metrics, logs, and traces from multiple sources like Prometheus, Loki, Elasticsearch, InfluxDB, Postgres and many more.

    TypeScript Stars gained per day, last 7 days: +11, +21, +22, +29, +22 +22 latest +10577.6kpartial
  4. 04
    PostHog / posthog

    :hedgehog: PostHog is the leading platform for building self-driving products. Our developer tools – AI observability, analytics, session replay, flags, experiments, error tracking, logs, and more – capture all the context agents need to diagnose problems, uncover opportunities, and ship fixes. Ste…

    Python Stars gained per day, last 7 days: +4, +22, +23, +22, +20 +20 latest +9140.5kpartial
  5. 05
    ClickHouse / ClickHouse

    ClickHouse® is a real-time analytics database management system

    C++ Stars gained per day, last 7 days: +21, +18, +11, +21, +18 +18 latest +8950.6kpartial
  6. 06
    plausible / analytics

    Open source, privacy-first web analytics. Lightweight, cookie-free Google Analytics alternative. Self-hosted or cloud.

    Elixir Stars gained per day, last 7 days: +16, +17, +17, +18, +15 +15 latest +8329.7kpartial
  7. 07
    pandas-dev / pandas

    Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more

    Python Stars gained per day, last 7 days: +15, +8, +16, +22, +21 +21 latest +8250.3kpartial
  8. 08
    apache / superset

    Apache Superset is a Data Visualization and Data Exploration Platform

    Python Stars gained per day, last 7 days: +16, +18, +9, +21, +10 +10 latest +7475.3kpartial
  9. 09
    metabase / metabase

    The easy-to-use open source Business Intelligence and Embedded Analytics tool that lets everyone work with data :bar_chart:

    Clojure Stars gained per day, last 7 days: +22, +10, +9, +22, +11 +11 latest +7449.9kpartial
  10. 10
    apache / echarts

    Apache ECharts is a powerful, interactive charting and data visualization library for browser

    TypeScript Stars gained per day, last 7 days: +8, +8, +12, +8, +6 +6 latest +4267.6kpartial

Data and analytics repos trending this month

This month's ranking is still filling up. Data collecting since Oct 23, 2026. We have 5 of 30 days. Showing the best of what we have, marked partial. Full ranking starts Nov 22.
5 / 30 daysData collecting since Oct 23
  1. 01
    umami-software / umami

    Umami is a privacy-first web and product analytics platform. Traffic, campaigns, behavior, conversions, and revenue in one place. No cookies, no surveillance, self-hosted or in the cloud.

    TypeScript Stars gained per day, last 7 days: +41, +49, +35, +33, +21 +21 latest +17939.7kpartial
  2. 02
    DataTalksClub / data-engineering-zoomcamp

    Data Engineering Zoomcamp is a free 9-week course on building production-ready data pipelines. Join the course here 👇🏼

    Jupyter Notebook Stars gained per day, last 7 days: +17, +19, +23, +20, +42 +42 latest +12146.5kpartial
  3. 03
    grafana / grafana

    The open and composable observability and data visualization platform. Visualize metrics, logs, and traces from multiple sources like Prometheus, Loki, Elasticsearch, InfluxDB, Postgres and many more.

    TypeScript Stars gained per day, last 7 days: +11, +21, +22, +29, +22 +22 latest +10577.6kpartial
  4. 04
    PostHog / posthog

    :hedgehog: PostHog is the leading platform for building self-driving products. Our developer tools – AI observability, analytics, session replay, flags, experiments, error tracking, logs, and more – capture all the context agents need to diagnose problems, uncover opportunities, and ship fixes. Ste…

    Python Stars gained per day, last 7 days: +4, +22, +23, +22, +20 +20 latest +9140.5kpartial
  5. 05
    ClickHouse / ClickHouse

    ClickHouse® is a real-time analytics database management system

    C++ Stars gained per day, last 7 days: +21, +18, +11, +21, +18 +18 latest +8950.6kpartial
  6. 06
    plausible / analytics

    Open source, privacy-first web analytics. Lightweight, cookie-free Google Analytics alternative. Self-hosted or cloud.

    Elixir Stars gained per day, last 7 days: +16, +17, +17, +18, +15 +15 latest +8329.7kpartial
  7. 07
    pandas-dev / pandas

    Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more

    Python Stars gained per day, last 7 days: +15, +8, +16, +22, +21 +21 latest +8250.3kpartial
  8. 08
    apache / superset

    Apache Superset is a Data Visualization and Data Exploration Platform

    Python Stars gained per day, last 7 days: +16, +18, +9, +21, +10 +10 latest +7475.3kpartial
  9. 09
    metabase / metabase

    The easy-to-use open source Business Intelligence and Embedded Analytics tool that lets everyone work with data :bar_chart:

    Clojure Stars gained per day, last 7 days: +22, +10, +9, +22, +11 +11 latest +7449.9kpartial
  10. 10
    apache / echarts

    Apache ECharts is a powerful, interactive charting and data visualization library for browser

    TypeScript Stars gained per day, last 7 days: +8, +8, +12, +8, +6 +6 latest +4267.6kpartial

Questions

How does RepoTrending decide which repos are in data and analytics?

A repo is scored from three kinds of evidence: its GitHub topics (for example #analytics, #data-analytics, #data-analysis and #web-analytics), words in its description (for example "business intelligence", "data analytics" and "web analytics") and words in its name. A strong term is worth 2 points and a weak one 1, one kind counts for at most 3, and the total gives the confidence: high from 4, which needs two kinds to agree. This page lists the 24 high repos; 50 more matched at medium and 45 at low and are left out. It reads no README and no code, and a repo can be in at most two industries.

What is the fastest-growing data and analytics repo on GitHub this week?

umami-software/umami leads so far (+179), but the weekly ranking is not complete yet: it is ready on Oct 30.

How accurate is the sort?

Not fully, but high is the level we trust. On Oct 25, 2026 we read 150 sorted repos by hand, 50 at each confidence: 46 of 50 high (92%) were in the right industry, against 30 of 50 medium (60%) at medium and 19 of 50 low (38%) at low. 5 of those 50 high repos were sorted into data and analytics, and 4 of them were right. The sample covers all industries, so it says how reliable the sort is, not how clean this one page is. A word can mean something else in another field.

Other industries

Marketing and SEO · 7Sales and CRM · 4 · under 5E-commerce · 4 · under 5Finance and accounting · 5Trading and crypto · 18HR and recruiting · 6Education · 14Health and medical · 3 · under 5Legal and compliance · 0 · under 5Operations, ERP and inventory · 2 · under 5Customer support · 2 · under 5Automation and workflow · 21Content and video · 43Games · 14Real estate · 0 · under 5
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