data-analytics
Look At Your Data 👀.
Data quality is the most important factor in machine learning success. Hyperparam brings exploration and analysis of massive text datasets to the browser.
PyPI Package Statistics & Analytics
Track downloads, analyze trends, and gain insights into the Python ecosystem
A project providing a Graphic Walker Pane for use with HoloViz Panel.
A simple way to explore your data through a Tableau-like interface directly in your Panel data applications.
panel-graphic-walker brings the power of Graphic Walker to your data science workflow, seamlessly integrating interactive data exploration into notebooks and Panel applications. Effortlessly create dynamic visualizations, analyze datasets, and build dashboards—all within a Pythonic, intuitive interface.
Business Intelligence as Code. Build polished data products with SQL. Build fast, interactive data visualizations in pure SQL and markdown.
Evidence is a lightweight framework for building data apps. It's open source and free to get started.
Rapidly Search and Hunt through Windows Forensic Artefacts.
Chainsaw provides a powerful ‘first-response’ capability to quickly identify threats within Windows forensic artefacts such as Event Logs and MFTs. Chainsaw offers a generic and fast method of searching through event logs for keywords, and by identifying threats using built-in support for Sigma detection rules, and via custom Chainsaw detection rules.
KNIME Analytics Platform is free and open source, which ensures users remain on the bleeding edge of data science, 300+ connectors to data sources, and integrations to all popular machine learning libraries.
A lightweight, cloud-native GIS platform for visualizing, exploring, and analyzing geospatial data. It runs in the web browser, on the desktop, on mobile, and inside Jupyter notebooks.
A free and open-source, lightweight, cloud-native GIS platform for visualizing, exploring, and analyzing geospatial data. It runs everywhere you do, in the web browser, on the desktop, on mobile, and inside Jupyter notebooks, all while keeping your data local and private.
GeoLibre is built with Tauri v2, React, TypeScript, MapLibre GL JS, DuckDB-WASM Spatial, and deck.gl. The same workspace runs as a native desktop app, a native Android app, in any modern web browser, and adapts responsively to mobile and small screens.
Open Source Business Intelligence
The simplest, fastest way to get business intelligence and analytics to everyone in your company 😋
text2vec is an R package which provides an efficient framework with a concise API for text analysis and natural language processing (NLP).
DuckDB is an in-process SQL OLAP database management system.
DuckDB is a high-performance analytical database system. It is designed to be fast, reliable, portable, and easy to use. DuckDB provides a rich SQL dialect, with support far beyond basic SQL DuckDB supports arbitrary and nested correlated subqueries, window functions, collations, complex types (arrays, structs, maps), and several extensions designed to make SQL easier to use.
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- DuckDB - Le moteur SQL qui transforme vos données @ Korben :fr:.
- Why DuckDB is my first choice for data processing @ >robinlinacre.
- DuckDB is Probably the Most Important Geospatial Software of the Last Decade @ dbreunig.com.
- Why Semantic Layers Matter — and How to Build One with DuckDB @ MotherDuck.
- Querying Billions of GitHub Events Using Modal and DuckDB (Part 1: Ingesting Data) @ noreasontopanic.
- DuckDB beats Polars for 1TB of data @ Confessions of a Data Guy.
- Building Your Modern Data Analytics Stack with Python, Parquet, and DuckDB @ KD nuggets.
- Building an Obsidian RAG with DuckDB and MotherDuck @ MotherDuck.
- DuckDB Internals: Why is DuckDB Fast? (Part 1) @ Greybeam.
- To Every Agent Its Own Database @ Joe Reis.
- DuckDB and the changing physics of analytics @ All Thing Distributed.
Download and parse data from Garmin Connect or a Garmin watch, FitBit CSV, and MS Health CSV files into and analyze data in Sqlite serverless databases with Jupyter notebooks.
Python scripts for parsing health data into and manipulating data in a SQLite database. SQLite is a light weight database that doesn't require a server.
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The Snowflake AI Data Cloud - Mobilize Data, Apps, and AI. Snowflake delivers ease of use, instant elasticity, and lower TCO.
Efficient data transformation and modeling framework that is backwards compatible with dbt.
SQLMesh is a next-generation data transformation framework designed to ship data quickly, efficiently, and without error. Data teams can efficiently run and deploy data transformations written in SQL or Python with visibility and control at any size.
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Open Source, SQL-driven Data Dashboards powered by DuckDB.
Build analytics dashboards simply by writing SQL.
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🦘 Explore multimedia datasets at scale.
Kangas is a tool for exploring, analyzing, and visualizing large-scale multimedia data. It provides a straightforward Python API for logging large tables of data, along with an intuitive visual interface for performing complex queries against your dataset.
BirdNET-Analyzer is an open source tool for analyzing bird calls using machine learning models. It can process large amounts of audio recordings and identify (bird) species based on their calls.
Department of Education (DOE) for New South Wales (AUS) data stack in a box. With the push of one button you can have your own data stack up and running in 5 mins! 🏎️.
Simple way to access various statistics in git repository. Git quick statistics is a simple and efficient way to access various statistics in git repository.
Any git repository may contain tons of information about commits, contributors, and files. Extracting this information is not always trivial, mostly because there are a gadzillion options to a gadzillion git commands - I don't think there is a single person alive who knows them all. Probably not even Linus Torvalds himself :).
Git-like version control CLI backed by PostgreSQL with pg-xpatch delta compression.
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Open-source sQL AI Agent. Text2SQL made Easy!
Wren AI is an open-source SQL AI Agent that empowers data, product, and business teams to access insights through AI chat, built-in well designed intuitive UI and UX, integrating seamlessly with tools like Excel and Google Sheets.
A High-Performance Analytical Database.
The world's fastest open query engine for sub-second analytics both on and off the data lakehouse. With the flexibility to support nearly any scenario, StarRocks provides best-in-class performance for multi-dimensional analytics, real-time analytics, and ad-hoc queries. A Linux Foundation project.
Slice and dice log files on the command line.
Angle-grinder allows you to parse, aggregate, sum, average, min/max, percentile, and sort your data. You can see it, live-updating, in your terminal. Angle grinder is designed for when, for whatever reason, you don't have your data in graphite/honeycomb/kibana/sumologic/splunk/etc. but still want to be able to do sophisticated analytics.
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Insights, Unlocked in Real Time.
Apache Pinot™: The real-time analytics open source platform for lightning-fast insights, effortless scaling, and cost-effective data-driven decisions.
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Discord AnalyticsMade Simple
Cially is an open-source Discord Server Stats dashboard that provides real-time insights, member activity tracking, and detailed server statistics to help you understand and optimize your Discord community.
🪼Cially is a powerful, open-source dashboard designed to provide in-depth insights, real-time analytics, and detailed statistics for your Discord server. Monitor member activity, track engagement trends, and make data-driven decisions with ease.
The best dashboards are built with code. Create fast, beautiful data apps, dashboards, and reports from the command line. Write Markdown, JavaScript, SQL, Python, R… and any language you like. Free and open-source.
A static site generator for data apps, dashboards, reports, and more. Observable Framework combines JavaScript on the front-end for interactive graphics with any language on the back-end for data analysis.
Snowflake is a cloud-based data warehousing platform designed to provide a flexible, scalable, and high-performance solution for storing, processing, and analyzing large volumes of data. It leverages a unique architecture that separates storage and compute resources, allowing users to scale each independently.
Volatile memory extraction utility framework - An advanced memory forensics framework.
The Volatility Framework is a completely open collection of tools, implemented in Python under the GNU General Public License, for the extraction of digital artifacts from volatile memory (RAM) samples. The extraction techniques are performed completely independent of the system being investigated but offer visibilty into the runtime state of the system.
Turn Claude/Codex into geospatial analytics agent.
Claude, Codex, and GitHub Copilot skill for data scientists and analysts working with geospatial data on PostGIS, BigQuery, Snowflake, and Wherobots.
Data Runs Better on SDF. Transform Data Better with SDF. SDF is the fastest way to build a scalable, reliable, and optimized data warehouse.
SDF is a developer platform for data that scales SQL understanding across an organization, empowering all data teams to unlock the full potential of their data.
SDF is a multi-dialect SQL compiler, transformation framework, and analytical database engine. It natively compiles SQL dialects, like Snowflake, and connects to their corresponding data warehouses to materialize models.
Real-time usage monitor for Claude Code — session limits, weekly limits, and plan tier with colour-coded progress bars
Protect your business, scale your security. Open Source Vulnerability Management Platform.
Security has two difficult tasks: designing smart ways of getting new information, and keeping track of findings to improve remediation efforts. With Faraday, you may focus on discovering vulnerabilities while we help you with the rest. Just use it in your terminal and get your work organized on the run. Faraday was made to let you take advantage of the available tools in the community in a truly multiuser way.
Faraday aggregates and normalizes the data you load, allowing exploring it into different visualizations that are useful to managers and analysts alike.
Empower your testing with AI & usage insights.
Gravity monitors real-world user behaviors and usage patterns in live production and test environments to generate quality analytics, identify test coverage gaps, and assist in prioritizing and generating test cases.
SedonaDB is an open-source single-node analytical database engine with geospatial as a first-class citizen. It aims to deliver the fastest spatial analytics query speed and the most comprehensive function coverage available.
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Redash helps you make sense of your data. Make Your Company Data Driven. Connect and query your data sources, build dashboards to visualize data and share them with your company.
Redash is designed to enable anyone, regardless of the level of technical sophistication, to harness the power of data big and small. SQL users leverage Redash to explore, query, visualize, and share data from any data sources. Their work in turn enables anybody in their organization to use the data. Every day, millions of users at thousands of organizations around the world use Redash to develop insights and make data-driven decisions.
Interactive SQL. Analyze petabyte-scale data where it lives with ease and flexibility.
Amazon Athena is a serverless, interactive analytics service built on open-source frameworks, supporting open-table and file formats. Athena provides a simplified, flexible way to analyze petabytes of data where it lives. Analyze data or build applications from an Amazon Simple Storage Service (S3) data lake and 30 data sources, including on-premises data sources or other cloud systems using SQL or Python. Athena is built on open-source Trino and Presto engines and Apache Spark frameworks, with no provisioning or configuration effort required.
Local analytics dashboard for Claude Code. No cloud, no telemetry.
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Unified Engine for large-scale data analytics.
Apache Spark™ is a multi-language engine for executing data engineering, data science, and machine learning on single-node machines or clusters.
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Proof of SQL is a high performance zero knowledge (ZK) prover developed by the Space and Time team, which cryptographically guarantees SQL queries were computed accurately against untampered data. It targets online latencies while proving computations over entire chain histories, an order of magnitude faster than state-of-the art zkVMs and coprocessors.
Graphic Walker is a different open-source alternative to Tableau. It allows data scientists to analyze data and visualize patterns with simple drag-and-drop / natural language query operations.
The R Project for Statistical Computing.
R is a free software environment for statistical computing and graphics. It compiles and runs on a wide variety of UNIX platforms, Windows and MacOS.
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AIL-Framework is a powerful open-source project designed for online data analysis and web crawling, tailored for cybersecurity researchers and analysts.
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library and tools for information extraction.
This project provides free (even for commercial use) state-of-the-art information extraction tools. The current release includes tools for performing named entity extraction and binary relation detection as well as tools for training custom extractors and relation detectors.
Analytics and data science notebook for teams. Jupyter notebook for the AI era.
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Link Snowflake, BigQuery, CSVs, and 60+ data sources
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Write in Python, SQL, R — or just prompt Deepnote Agent
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Build powerful data apps and dashboards with AI
All-in-One Desktop App to Analyze Data Locally.
TextQuery is an all-in-one desktop app to import, query, modify, and visualize your raw data with SQL.
Les technologies numériques sont incroyablement puissantes et redéfinissent le fonctionnement de notre société. Pour les acteurs qui œuvrent pour l'intérêt général, la technologie peut parfois être un levier démutiplicateur d'impacts positifs, cependant et malheureusement ces acteurs n'ont souvent pas les ressources technologiques ou humaines pour accélérer leur action citoyenne. Data for Good existe pour rétablir l'équilibre.
Use SQL for everything. Query anything with old-school cool SQL.
Anyquery is a CLI tool to run SQL queries on any data source, no matter if it's a file, an API, logs, or a local app. See the integrations for the full extent of what you can do.
Know Your User™
Open source user analytics for sovereign cybersecurity.
Tirreno is open-source user analytics software.
Tirreno is a universal analytic tool for monitoring online platforms, web applications, SaaS, communities, IoT, mobile applications, intranets, and e-commerce websites. It is effective against external threats associated with partners or customers, as well as internal risks posed by employees or suppliers.
Your data tell a story. Explore. Visualize. Model. Make a difference. Better insight starts with Stata.
Stata is statistical software for data science.
Sonarr & Radarr Media Library Insights.
Sortarr is a lightweight web dashboard for Sonarr and Radarr that helps you understand how your media library uses storage. It is not a Plex tool, but it is useful in Plex setups for spotting oversized series or movies and comparing quality vs. size trade-offs.
Count your code, quickly.
Tokei is a program that displays statistics about your code. Tokei will show the number of files, total lines within those files and code, comments, and blanks grouped by language.
Keshif is a web-based tool that lets you browse and understand datasets easily.
Your Data Pipeline, Simplified. GlareDB: An analytics DBMS for distributed data.
Data exists everywhere: your laptop, Postgres, Snowflake and as files in S3. It exists in various formats such as Parquet, CSV and JSON. Regardless, there will always be multiple steps spanning several destinations to get the insights you need.
GlareDB is designed to query your data wherever it lives using SQL that you already know.
Zero-ETL data analytics with Postgres.
Simple and cost-effective cloud analytics platform automatically synced with your data sources.
BemiDB is a Postgres read replica optimized for analytics. It consists of a single binary that seamlessly connects to a Postgres database, replicates the data in a compressed columnar format, and allows you to run complex queries using its Postgres-compatible analytical query engine.
Online PCAP Analysis and Network Traffic Insights.
Effortless PCAP File Analysis in Your Browser
Explore and analyze PCAP files online using A-Packets, designed to provide comprehensive insights into network protocols like IPv4/IPv6, HTTP, Telnet, FTP, DNS, SSDP, and WPA2. This tool allows users to easily view details of network communications and dissect layers of data transmission.
Quacklytics is an open-source analytics service built using DuckDB and designed to run analytical queries directly inside your browser. It provides a seamless, lightweight, and high-performance way to process your data without the need for expensive server-side compute resources.
DataEase is an open source data visualization analysis tool that helps users quickly analyze data and gain insights into business trends, thereby improving and optimizing their business. DataEase supports a wide range of data source connections, can quickly create charts by dragging and dropping, and can be easily shared with others.
A local-first desktop and web app for browsing, searching, and analyzing your past AI coding sessions. See what your agents actually did across every project.
Understand how your team codes with AI. Coding Agent Analytics for Claude Code.
Rudel gives engineering leaders visibility into Claude Code usage across their team. Track productivity, quantify ROI, and surface quality signals, automatically.