This is the archived website for DAT Linux 1. Please visit datlinux.com for the DAT Linux 2 site.
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Introduction
DAT Linux is a Linux distribution for data science. It brings together all your favourite open-source data science tools and apps into a ready-to-run desktop environment. It’s based on Ubuntu 22.04, so it’s easy to install and use. The custom DAT Linux Control Panel provides a centralised one-stop-shop for running and managing dozens of data science programs. Read the FAQ.
📚️ Check out the DAT Linux curated list of free online data science e-books!
DAT Linux is perfect for students, professionals, academics, or anyone interested in data science who doesn’t want to spend endless hours downloading, installing, configuring, and maintaining applications from a range of sources, each with different technical requirements and set-up challenges.
👍 Recommend DAT Linux on DistroWatch
Get started:
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⬇️ Download DAT Linux, and get on with doing data science without the headaches.
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ℹ️ FAQ for more answers to some questions you may have.
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💬️ Github Community channel for annoucements, or to post any feedback, issues or general queries.
List of supported data science apps:
💳️ Please subscribe/donate to help support DAT Linux development
| App | Description | |
|---|---|---|
| BiRT | Eclipse BIRT™ is an open source reporting system for producing compelling BI reports | |
| ClickHouse | ClickHouse is an open-source column-oriented DBMS for online analytical processing | |
| Data Cleaner | Data Quality toolkit that allows you to profile, correct, and enrich your data | |
| Datasette | Datasette is a tool for exploring and publishing data visually and with SQL | |
| DB Browser | DB Browser for SQLite is a visual, open source tool to create, design, and edit database files compatible with SQLite | |
| DBeaver | Free multi-platform database tool for developers, database administrators, analysts and all people who need to work with databases | |
| Druid | Apache Druid is a real-time database to power modern analytics applications | |
| D-Search | Convenient interface to the “webtools” R package to search for datasets in –all– CRAN packages | |
| DuckDB | DuckDB is an in-process SQL OLAP database management system | |
| E-Git | EGit is an Eclipse based GUI for the Git version control system | |
| Emacs+ESS | Emacs Speaks Statistics (ESS) is an add-on package for GNU Emacs to interact with statistical analysis programs such as R, S-Plus, SAS, Stata and OpenBUGS/JAGS | |
| Gephi | Gephi is the leading visualization and exploration software for all kinds of graphs and networks | |
| Glue-viz | Glue is a UI and Python library to explore relationships within and among related datasets | |
| Gnumeric | Gnumeric is a spreadsheet program that is part of the GNOME Free Software Desktop Project | |
| GNU Plot | gnuplot is a command-line and GUI program that can generate two- and three-dimensional plots of functions, data, and data fits | |
| Grafana | Grafana is a popular open-source platform for data visualization and monitoring | |
| G-Vim | A GUI wraper for the Vim screen-based text editor program, with plugins for R installed | |
| IPython | A command shell for interactive computing with a convenient console launcher | |
| Julia | Julia is a high-level, high-performance, dynamic programming language | |
| Jupyter Notebook | The Jupyter Notebook is a web-based interactive, scientific computing platform | |
| Jupyter Lab | JupyterLab is the latest web-based interactive development environment for notebooks, code, and data | |
| KNIME | KNIME Analytics Platform is open source software for data science | |
| LabPlot | Free, open source and cross-platform Data Visualization and Analysis software accessible to everyone | |
| LibreOffice Calc | LibreOffice Calc is the spreadsheet component of the LibreOffice software package | |
| Luigi | Luigi provides a framework to develop and manage data processing pipelines | |
| Meld | Meld is a visual file diff and merge tool | |
| Metabase | Metabase is an open-source business intelligence tool | |
| MOA | MOA is an open source framework for Big Data stream mining. It includes a collection of machine learning algorithms | |
| OpenRefine | OpenRefine is an open-source desktop application for data cleanup and transformation to other formats | |
| Orange | Orange is a powerful platform to perform data analysis and visualization | |
| Paraview | ParaView is an open-source, multi-platform data analysis and visualization application | |
| Pluto | A Pluto notebook is made up of small blocks of Julia code (cells) and together they form a reactive notebook | |
| PSPP | GNU PSPP is a program for statistical analysis of sampled data. It is a free as in freedom replacement for the proprietary program SPSS | |
| QGIS | QGIS is a Free and Open Source Geographic Information System | |
| Quarto | Quarto® is an open-source scientific and technical publishing system built on Pandoc | |
| R | R is a free software environment for statistical computing and graphics | |
| R-Studio | RStudio is an Integrated Development Environment (IDE) for R | |
| Scilab | Scilab is a free and open-source, cross-platform numerical computational package and a high-level, numerically oriented programming language | |
| Spyder | Spyder is a free and open source scientific environment written in Python, for Python, and designed by and for scientists, engineers and data analysts | |
| Superset | Apache Superset is a modern, enterprise-ready business intelligence web application | |
| Tabula | Tabula is a free tool for extracting data from PDF files into CSV and Excel files | |
| Veusz | Veusz is a scientific plotting and graphing program with a graphical user interface, designed to produce publication-ready 2D and 3D plots | |
| Visidata | Visidata is an interactive multitool for tabular data. It combines the clarity of a spreadsheet, the efficiency of the terminal, and the power of Python, which can handle millions of rows with ease | |
| VSCodium | VSCodium is a community-driven, freely-licensed binary distribution of Microsoft’s editor VS Code (ready with plugins for R/RMarkdown, Python/Jupyter, Julia) | |
| Weka | Weka is a GUI and collection of machine learning algorithms for data mining tasks | |
| WxMaxima | wxMaxima is a document based interface for the computer algebra system Maxima | |
| Zeppelin | Web-based notebook that enables data-driven, interactive data analytics and collaborative documents with SQL, Scala, Python, R and more |
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NUMPY BY EXAMPLE - A Beginner's Guide to Learning NumPy by the DAT Linux team.
🛒️ BUY the PDF or EPUB e-book from Leanpub. |