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Open-source repos for data and analytics teams

81 repos tagged Data and analytics, sorted by GitHub stars. Add filters from the other category types to narrow the list.

81repos tagged Data and analytics

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  1. D4Vinci/Scrapling

    Adaptive Python scraping library whose selectors keep working after site layout changes.

    Web scraping, Web, Engineering

    94.4k starsBSD-3-ClauseUpdated 3 Nov 2026

  2. unclecode/crawl4ai

    Open-source crawler that outputs LLM-ready Markdown and supports structured extraction.

    Web scraping, RAG and search, Web, Engineering

    86.8k starsApache-2.0Updated 3 Nov 2026

  3. bytedance/deer-flow

    Deep-research agent that searches the web, runs code and writes reports or podcast scripts.

    AI agents, Content writing, Marketing, Media and publishing

    84.9k starsMITUpdated 3 Nov 2026

  4. unslothai/unsloth

    Fine-tune and run open models with lower memory use, through a local web UI or Python notebooks.

    LLM apps, Engineering, Self hosters

    79k starsApache-2.0Updated 4 Nov 2026

  5. hiyouga/LlamaFactory

    Fine-tuning toolkit with a web UI and CLI for training over a hundred open text and vision models on your own data.

    LLM apps, Engineering, Self hosters

    75.8k starsApache-2.0Updated 31 Oct 2026

  6. docling-project/docling

    Converts PDFs, Office files and images into clean Markdown or JSON ready for RAG and AI pipelines.

    RAG and search, LLM apps, Engineering

    70k starsMITUpdated 3 Nov 2026

  7. nocodb/nocodb

    Turns a SQL database into a spreadsheet-style interface, positioned as an Airtable alternative.

    Internal tools, Web, Airtable, Operations, Self hosters, No-code

    65.4k starsOtherUpdated 3 Nov 2026

  8. scrapy/scrapy

    Long-standing Python framework for writing fast, large-scale web crawlers and data extractors.

    Web scraping, Web, Engineering

    65.2k starsBSD-3-ClauseUpdated 3 Nov 2026

  9. metabase/metabase

    BI tool for building dashboards and questions over your database, often used for sales pipeline reporting.

    Analytics dashboards, Web, Docker, Sales, SaaS, Self hosters

    50.1k starsOtherUpdated 3 Nov 2026

  10. apache/airflow

    Standard platform for authoring, scheduling and monitoring data workflows as Python DAGs.

    Workflow automation, Docker, Kubernetes, Engineering

    47.4k starsApache-2.0Updated 3 Nov 2026

  11. PostHog/posthog

    Product analytics suite with web analytics, session replay, feature flags and A/B testing.

    Product analytics, A/B testing, Analytics dashboards, Web, Docker, Product, Marketing, SaaS, Self hosters

    40.6k starsOtherUpdated 3 Nov 2026

  12. umami-software/umami

    Privacy-focused web analytics you can self-host as a simple Google Analytics alternative.

    Analytics dashboards, Web, Docker, Marketing, SaaS, Self hosters

    39.9k starsMITUpdated 3 Nov 2026

  13. stanfordnlp/dspy

    Write LLM pipelines as Python modules and let DSPy tune prompts and weights against your metrics.

    LLM apps, AI agents, OpenAI, Engineering, SaaS

    38.9k starsMITUpdated 3 Nov 2026

  14. ItzCrazyKns/Vane

    Self-hosted AI answer engine that searches the web and cites sources, a Perplexity alternative.

    RAG and search, Docker, Ollama, Marketing, Self hosters

    38k starsMITUpdated 1 Sept 2026

  15. SeleniumHQ/selenium

    Browser automation framework with drivers for every major browser, used for testing and scraping dynamic pages.

    Web scraping, Web, Engineering

    34.6k starsApache-2.0Updated 4 Nov 2026

  16. ScrapeGraphAI/Scrapegraph-ai

    Python scraper that uses LLMs to extract data from pages based on a plain-language prompt.

    Web scraping, Web, Marketing

    32.5k starsMITUpdated 6 Oct 2026

  17. assafelovic/gpt-researcher

    Agent that researches a topic across many web sources and writes a cited report.

    AI agents, Content writing, SEO research, OpenAI, Marketing, Media and publishing, Agencies

    30.5k starsApache-2.0Updated 11 Oct 2026

  18. kestra-io/kestra

    Event-driven orchestrator for scheduling data pipelines and business workflows declared in YAML.

    Workflow automation, Docker, Kubernetes, Engineering, Self hosters

    30.1k starsApache-2.0Updated 3 Nov 2026

  19. plausible/analytics

    Lightweight, cookie-free web analytics showing traffic sources, pages and goals on one simple dashboard.

    Analytics dashboards, Web, Docker, Marketing, SaaS, Self hosters

    29.8k starsAGPL-3.0Updated 3 Nov 2026

  20. ArchiveBox/ArchiveBox

    Saves web pages you care about as HTML, PDF, screenshots and media so you keep a private copy if they vanish.

    Web scraping, Backups, Docker, Web, Media and publishing, Self hosters, Data journalism

    28.9k starsMITUpdated 2 Nov 2026

  21. apify/crawlee

    Node.js library for building reliable crawlers and scrapers with proxy rotation and browser support.

    Web scraping, Web, Engineering

    26.3k starsApache-2.0Updated 3 Nov 2026

  22. gocolly/colly

    Go library for writing fast crawlers and scrapers with rate limits, caching and parallel requests.

    Web scraping, Web, Engineering

    25.6k starsApache-2.0Updated 16 Oct 2026

  23. PrefectHQ/prefect

    Python orchestration tool for scheduling, retrying and observing data pipelines and background jobs.

    Workflow automation, Docker, Engineering, SaaS

    24.1k starsApache-2.0Updated 3 Nov 2026

  24. sinaptik-ai/pandas-ai

    Lets you ask questions of CSVs, spreadsheets and databases in plain language and get answers and charts.

    Analytics dashboards, LLM apps

    23.9k starsOtherUpdated 28 Oct 2025

  25. airbytehq/airbyte

    ELT platform with hundreds of connectors that syncs data from SaaS apps into warehouses.

    Workflow automation, Analytics dashboards, Docker, HubSpot, Engineering

    22.3k starsOtherUpdated 2 Nov 2026

  26. matomo-org/matomo

    Full web analytics platform with goals, funnels, ecommerce tracking and heatmaps, self-hosted or cloud.

    Analytics dashboards, Product analytics, Web, Google Analytics, Marketing, E-commerce, Government, Self hosters

    22k starsGPL-3.0Updated 3 Nov 2026

  27. teableio/teable

    Postgres-backed no-code database with a spreadsheet interface that handles large tables.

    Internal tools, Web, Airtable, Operations, Self hosters, No-code

    22k starsOtherUpdated 2 Nov 2026

  28. getmaxun/maxun

    No-code platform for training robots that scrape websites into tables or APIs on a schedule.

    Web scraping, Lead generation, Docker, Web, Marketing, No-code

    18.1k starsAGPL-3.0Updated 28 Oct 2026

  29. Canner/WrenAI

    Text-to-SQL agent that lets business users ask data questions and get charts from their warehouse.

    Analytics dashboards, LLM apps

    18k starsOtherUpdated 2 Nov 2026

  30. JoeanAmier/TikTokDownloader

    Downloads TikTok and Douyin videos, accounts and comment data in bulk.

    Web scraping, Social listening, TikTok, Marketing, Creators, Short-form video

    17.3k starsGPL-3.0Updated 29 Oct 2026

  31. dagster-io/dagster

    Orchestrator for data assets that schedules, tests and tracks lineage of data pipelines.

    Workflow automation, Kubernetes, Engineering

    16.4k starsApache-2.0Updated 3 Nov 2026

  32. apify/apify-mcp-server

    MCP server that lets assistants run thousands of Apify scrapers for maps, social and e-commerce data.

    Web scraping, Lead generation, AI agents, Web, Marketing, Sales

    14.5k starsMITUpdated 3 Nov 2026

  33. instaloader/instaloader

    Downloads Instagram posts, captions, comments and profile metadata for analysis or archiving.

    Social listening, Web scraping, Instagram, Marketing, Creators, Influencer

    13.8k starsMITUpdated 2 Nov 2026

  34. rybbit-io/rybbit

    Open-source web analytics with sessions, funnels and retention views as a Google Analytics alternative.

    Analytics dashboards, Product analytics, Web, Docker, Marketing, SaaS, Self hosters

    13.2k starsAGPL-3.0Updated 2 Nov 2026

  35. crawlab-team/crawlab

    Web admin for scheduling, running and monitoring scraper jobs written in any language across several nodes.

    Web scraping, Monitoring, Docker, Web, Engineering

    12.3k starsBSD-3-ClauseUpdated 10 Feb 2026

  36. gristlabs/grist-core

    Relational spreadsheet with Python formulas, access rules and forms for structured team data.

    Internal tools, Forms and surveys, Web, Docker, Operations, Finance, Self hosters, No-code

    12k starsApache-2.0Updated 3 Nov 2026

  37. ghostfolio/ghostfolio

    Self-hosted wealth tracker for stocks, ETFs and crypto with portfolio analytics.

    Analytics dashboards, Personal budgeting, Web, Docker, Finance, Finance and fintech, Self hosters

    9.6k starsAGPL-3.0Updated 3 Nov 2026

  38. apify/crawlee-python

    Python version of Crawlee for crawling sites with HTTP or headless browsers and storing results.

    Web scraping, Web, Engineering

    9.6k starsApache-2.0Updated 2 Nov 2026

  39. LearningCircuit/local-deep-research

    Local deep-research assistant that searches web and academic sources and writes cited reports.

    AI agents, RAG and search, Ollama, Docker, Education, Self hosters

    9.5k starsMITUpdated 3 Nov 2026

  40. mage-ai/mage-ai

    Notebook-style tool for building, running and scheduling data pipelines in Python and SQL.

    Workflow automation, Docker

    8.8k starsApache-2.0Updated 24 Oct 2026

  41. growthbook/growthbook

    Feature flagging and A/B testing platform that runs experiments and analyzes results from your warehouse.

    A/B testing, Product analytics, Web, Docker, Product, Marketing, SaaS, Self hosters

    8.6k starsOtherUpdated 3 Nov 2026

  42. alirezamika/autoscraper

    Python scraper that learns extraction rules from a sample of the values you want, with no selectors to write.

    Web scraping, Web, Engineering

    8.1k starsMITUpdated 29 Jul 2026

  43. firecrawl/firecrawl-mcp-server

    MCP server that lets assistants scrape, crawl and search the web through Firecrawl.

    Web scraping, AI agents, Web, Marketing

    7.8k starsMITUpdated 3 Nov 2026

  44. go-rod/rod

    Go driver for the Chrome DevTools Protocol for scripting browsers, testing and scraping JavaScript-heavy sites.

    Web scraping, Web, Engineering

    7.1k starsMITUpdated 11 Aug 2026

  45. adbar/trafilatura

    Extracts main text, metadata and comments from web pages for research and corpus building.

    Web scraping, Web, Media and publishing, Data journalism

    7.1k starsApache-2.0Updated 30 Oct 2026

  46. mishushakov/llm-scraper

    TypeScript library that uses an LLM and a schema to pull structured data out of any web page.

    Web scraping, LLM apps, OpenAI, Web, Engineering

    7k starsMITUpdated 26 Oct 2026

  47. davidteather/TikTok-Api

    Unofficial Python wrapper for TikTok data: trending videos, users, hashtags and stats.

    Social listening, Analytics dashboards, TikTok, Marketing, Creators, Influencer

    6.7k starsMITUpdated 24 Aug 2026

  48. apache/nifi

    Visual data-flow tool for moving and transforming data between systems with drag-and-drop processors.

    Workflow automation, Docker, Engineering, Government, Finance and fintech

    6.3k starsApache-2.0Updated 3 Nov 2026

  49. baserow/baserow

    No-code database and app builder with spreadsheet views, forms and an API, self-hostable.

    Internal tools, Forms and surveys, Web, Airtable, Operations, Self hosters, No-code

    6.3k starsOtherUpdated 2 Nov 2026

  50. arp242/goatcounter

    Simple, privacy-friendly web analytics that can run as a single binary or hosted service.

    Analytics dashboards, Web, Marketing, Self hosters, Indie hackers

    6.1k starsOtherUpdated 28 Sept 2026

  51. dlt-hub/dlt

    Python library that loads data from APIs and files into warehouses with schema handling.

    Workflow automation, Engineering

    6.1k starsApache-2.0Updated 1 Nov 2026

  52. Countly/countly-server

    Product and marketing analytics platform for web and mobile apps with push and engagement features.

    Product analytics, Analytics dashboards, Web, Android, Product, Marketing, SaaS, Self hosters

    5.9k starsOtherUpdated 3 Nov 2026

  53. mathesar-foundation/mathesar

    Spreadsheet-like interface for Postgres so non-technical staff can view and edit data safely.

    Internal tools, Web, Docker, Operations, Self hosters, No-code

    5.2k starsGPL-3.0Updated 3 Nov 2026

  54. praw-dev/praw

    Python wrapper for the Reddit API, used to monitor subreddits, keywords and comments.

    Social listening, Web scraping, Reddit, Marketing, Community building

    4.3k starsBSD-2-ClauseUpdated 29 Oct 2026

  55. didi/xiaoju-survey

    Enterprise survey and form platform with questionnaire logic and response analytics.

    Forms and surveys, Web, Product, Self hosters

    3.8k starsApache-2.0Updated 16 Oct 2026

  56. LimeSurvey/LimeSurvey

    Survey platform with advanced question logic, quotas and statistics.

    Forms and surveys, Web, Product, Education, Government, Self hosters

    3.8k starsOtherUpdated 2 Nov 2026

  57. googleanalytics/google-analytics-mcp

    Google's MCP server for querying GA4 reports and account data from AI assistants.

    Analytics dashboards, AI agents, Google Analytics, Marketing

    3.6k starsApache-2.0Updated 3 Nov 2026

  58. crystaldba/postgres-mcp

    Postgres MCP server with query tools plus index tuning and health checks for databases.

    AI agents, Monitoring, Engineering

    3.4k starsMITUpdated 17 Aug 2026

  59. milesmcc/shynet

    Cookieless web analytics that can work without JavaScript, built with Django.

    Analytics dashboards, Web, Docker, Marketing, Self hosters

    3.2k starsApache-2.0Updated 16 Mar 2026

  60. vladkens/twscrape

    Python library for collecting X/Twitter posts, profiles and search results through authorized accounts.

    Social listening, Web scraping, X (Twitter), Marketing, Media and publishing

    2.9k starsMITUpdated 31 Oct 2026

  61. spider-rs/spider

    Rust crawler and scraping library built for high-volume page collection, with optional headless Chrome.

    Web scraping, Web, Engineering

    2.8k starsMITUpdated 30 Oct 2026

  62. brightdata/brightdata-mcp

    MCP server for web search and scraping through Bright Data's unblocking and proxy network.

    Web scraping, AI agents, Web, Marketing

    2.7k starsMITUpdated 2 Nov 2026

  63. beancount/fava

    Web interface for Beancount ledgers with reports, charts and queries.

    Accounting, Analytics dashboards, Web, Finance, Finance and fintech, Self hosters

    2.6k starsMITUpdated 1 Nov 2026

  64. sqlpage/SQLPage

    Builds data-driven web apps and internal dashboards by writing only SQL queries.

    Internal tools, Analytics dashboards, Web, Operations, Self hosters

    2.6k starsMITUpdated 2 Nov 2026

  65. pydicom/pydicom

    Python package for reading, editing and writing DICOM medical image files.

    Health records, Engineering, Healthcare

    2.2k starsOtherUpdated 29 Oct 2026

  66. AWeirdDev/flights

    Python scraper that pulls flight prices and schedules from Google Flights.

    Web scraping, Google Search, Travel

    2.1k starsMITUpdated 19 Oct 2026

  67. FrigadeHQ/trench

    Event tracking backend built on Kafka and ClickHouse for high-volume product analytics.

    Product analytics, Web, Docker, Engineering, SaaS, Self hosters

    1.7k starsMITUpdated 7 Apr 2026

  68. eliasdabbas/advertools

    Python library for SEO and ads work: crawling, sitemaps, robots.txt, SERP pulls, keyword generation and log analysis.

    SEO research, Site audit, Web scraping, Google Search, Google Ads, Marketing, Agencies

    1.5k starsMITUpdated 30 Jun 2026

  69. okfn-brasil/querido-diario

    Scrapes and indexes Brazilian municipal official gazettes so the public can search them.

    Web scraping, RAG and search, Government, Media and publishing, Data journalism

    1.4k starsMITUpdated 13 Oct 2026

  70. egbertbouman/youtube-comment-downloader

    Downloads YouTube comments without the API for audience research.

    Social listening, Web scraping, YouTube, Marketing, Creators

    1.3k starsMITUpdated 15 Oct 2026

  71. compdemocracy/polis

    Gathers open-ended opinions at scale and maps where a large group agrees and disagrees.

    Civic participation, Forms and surveys, Web, Leadership, Government, Nonprofit, Community building

    1.2k starsAGPL-3.0Updated 4 Nov 2026

  72. Swetrix/swetrix

    Privacy-first web analytics with traffic stats, funnels, performance monitoring and error tracking.

    Analytics dashboards, Web, Docker, Marketing, SaaS, Self hosters

    1.2k starsAGPL-3.0Updated 1 Nov 2026

  73. xing5/mcp-google-sheets

    MCP server for reading, writing and formatting Google Sheets from AI assistants.

    AI agents, Google Sheets, Operations

    1k starsMITUpdated 15 May 2026

  74. Cybrarist/Discount-Bandit

    Self-hosted price tracker that watches products across stores and alerts on drops.

    Web scraping, Web, Docker, E-commerce, Retail, Self hosters, Affiliate

    762 starsUpdated 26 Oct 2026

  75. ZacharyHampton/HomeHarvest

    Python package that scrapes US property listings from Realtor.com into a dataframe.

    Web scraping, Lead generation, Sales, Real estate

    760 starsMITUpdated 26 Dec 2025

  76. microsoft/FHIR-Converter

    Converts HL7 v2, C-CDA and other legacy health data into FHIR using templates.

    Health records, Workflow automation, Engineering, Healthcare

    533 starsMITUpdated 24 Sept 2026

  77. dimagi/commcare-hq

    Server behind CommCare mobile data collection used by frontline health and aid programs.

    Forms and surveys, Analytics dashboards, Android, Web, Operations, Healthcare, Nonprofit

    525 starsBSD-3-ClauseUpdated 3 Nov 2026

  78. e10v/tea-tasting

    Python package for analyzing A/B test results with common statistical methods.

    A/B testing, Marketing, SaaS

    338 starsMITUpdated 12 Jul 2026

  79. mysociety/theyworkforyou

    Publishes parliamentary debates, votes and representative records in a searchable form.

    Civic participation, Web scraping, Web, Government, Media and publishing, Data journalism

    263 starsOtherUpdated 2 Nov 2026

  80. joshcarty/google-searchconsole

    Python library that pulls Search Console queries, clicks and positions from Google's API into pandas DataFrames.

    Keyword tracking, Analytics dashboards, Google Search, Marketing, Agencies

    256 starsMITUpdated 15 Nov 2025

  81. fivetran/dbt_ad_reporting

    dbt package that combines spend and performance data from several ad platforms into one reporting model.

    Analytics dashboards, Google Ads, Meta Ads, Marketing, Agencies

    228 starsApache-2.0Updated 28 Oct 2026