Open Source Data & Analytics Software
Data & Analytics software provides systems for collecting, processing, and visualizing information from various sources. These tools solve the problem of interpreting raw metrics by converting database entries and website traffic into readable charts and dashboards. This type of software serves analysts and developers who need to orchestrate data pipelines or monitor user behavior. Self-hosting these apps ensures that sensitive business intelligence and visitor logs remain on private infrastructure. This approach removes reliance on external services for managing SQL queries and event tracking.
This page lists 74 open source tools in the Data & Analytics category. The most popular are Grafana, Apache Superset and Metabase. Most use the AGPL-3.0 or Apache-2.0 license, and 67 offer an official Docker image.
GrowthBook
Manage feature flags and run A/B tests using a warehouse native approach to product analytics and experimentation.
Fathom Lite
A self hosted website analytics platform that tracks visitor metrics without requiring a paid subscription service.
OmniGet
A cross platform media downloader and manager for online courses, videos, music, and electronic books.
Sink
A serverless link shortener that provides URL compression, visitor analytics, and customizable slugs via Cloudflare infrastructure.
Evidence
Build data driven websites and reports using SQL and markdown with automatic visualizations and interactive components.
CloudQuery
An open source ELT platform that syncs cloud infrastructure metadata from various SaaS sources into data warehouses.
OpenPanel
Track web traffic, custom events, and user behavior with a privacy focused, self hosted analytics platform.
Lightdash
Transforms dbt models into interactive dashboards to enable self-serve data analytics and business intelligence reporting.
Countly
A privacy focused analytics and customer engagement platform for tracking user behavior across mobile, web, and desktop.
Streambert
Stream and download movies, tv series, and anime through a cross-platform desktop application without ads.
GoatCounter
Privacy-focused web analytics that tracks unique visits without using cookies or collecting personal identifiers.
BiliTools
Download videos, audio, subtitles, and metadata from Bilibili using a lightweight cross-platform desktop interface.
Pinchflat
Self-hosted media manager that automatically downloads YouTube channels and playlists using yt-dlp for local archiving.
CKAN
A data management system for cataloging, storing, and accessing datasets through a web portal and API.
Jitsu
Collect event data from websites and applications to stream into data warehouses and other external services.
Your Spotify
A self-hosted tracking dashboard that polls the Spotify API to visualize personal listening statistics.
RudderStack
Collect customer data from applications and websites to activate it in warehouses and business tools.
bitmagnet
A self-hosted BitTorrent indexer and DHT crawler with content classification and a web interface.
YaCy
A decentralized peer-to-peer search engine that allows users to host their own search index.
Chartbrew
Build interactive dashboards and charts from databases and APIs using a no-code interface for data visualization.
OpenWebAnalytics
Track website visitors, pageviews, and e-commerce transactions while maintaining full ownership of the collected user data.
Fava
A web interface for Beancount that provides visual tools for managing double-entry plaintext bookkeeping data.
yt-dlp Web UI
A self-hosted web interface and RPC server for managing video downloads using the yt-dlp tool.
Elementary Data
A dbt-native data observability tool for detecting anomalies and monitoring data quality within data warehouse pipelines.
Timeplus Proton
Run high‑throughput SQL pipelines for streaming analytics and AI using a single C++ binary.
Wayback
A web archiving and playback tool that captures and preserves web content via an IM-style interface.
Vince
A privacy focused web analytics tool for self hosting that tracks visitors without using cookies.
Aptabase
Privacy focused analytics for mobile, desktop, and web applications that tracks usage without using unique identifiers.
Litlyx
Track user behavior, custom events, and visitor metrics in real time using a cookie free approach.
Trench
Track and query large volumes of events in real time using Apache Kafka and ClickHouse.
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