Data Science tools
My favorite Data Science tools, excluding Python data science tools :
- Programming languages
- ETL Tools
- Business Intelligence
- Statistics - Spreadsheets
- Statistics - Command Line
- Mathematics - Econometrics
Programming languages
Python is an interpreted, interactive, object-oriented, extensible programming language. It provides an extraordinary combination of clarity and versatility, and is free and comprehensively ported.
- Programming Language
- Free • Open Source
- Mac
- Windows
- Linux
- Symbian S60
- BSD
- AROS
- Haiku
- AmigaOS
- OpenSolaris
- MorphOS
R is a free software environment for statistical computing and graphics. It is a GNU project which is similar to the S language and environment which was developed at Bell Laboratories (formerly AT&T, now Lucent Technologies) by John Chambers and colleagues. R can be consider.
- Programming Language
- Free • Open Source
- Mac
- Windows
- Linux
- BSD
Julia is a high-level, high-performance dynamic programming language for technical computing, with syntax that is familiar to users of other technical computing environments. It provides a sophisticated compiler, distributed parallel execution, numerical accuracy, and an...
- Programming Language
- Free • Open Source
- Mac
- Windows
- Linux
ETL Tools
Zapier enables you to automate tasks between other online services (services like Salesforce, Basecamp, Gmail, and 249 more).
- Workflow Automation Tool
- Freemium • Proprietary
- Online
Hevo Data is a no-code, bi-directional data pipeline platform specially built for modern ETL, ELT, and Reverse ETL Needs.
- Paid • Proprietary
- Software as a Service (SaaS)
Airflow is a platform to programmaticaly author, schedule and monitor data pipelines.
- Free • Open Source
- Linux
Talend leverages the open source model to make data integration available to all types of organizations, regardless of their size, level of expertise or budgetary constraints. Talend’s solutions connect to all source and target systems and they can be downloaded at no cost.
- Business Intelligence Tool
- Freemium • Proprietary
- Mac
- Windows
Business Intelligence
Uncover powerful insights and turn them into impact,
Connect to and visualize any data, and seamlessly infuse visuals into the apps you use every day.
- Business Intelligence Tool
- Freemium • Proprietary
- Windows
- Online
- Android
- iPhone
- Android Tablet
- iPad
- Microsoft Office 365
- Microsoft Office Excel
- Power BI for Office 365
Tableau helps the world’s largest organizations unleash the power of their most valuable assets: their data and their people.
- Business Intelligence Tool
- Paid • Proprietary
- Mac
- Windows
- Online
- Self-Hosted
Open-source BI for your whole team.
- Business Intelligence Tool
- Free • Open Source
- Online
- Self-Hosted
- Software as a Service (SaaS)
JasperReports is a variously-licensed reporting tool & library, written in Java, which can generate HTML, PDF, Excel, CSV, and other format reports. JasperReports Server is a paid feature for distributing and scheduling reports.
- Business Intelligence Tool
- Paid • Proprietary
- Mac
- Windows
- Linux
STATISTICA is a tried and true analytics platform with more than two decades of history in delivering successful business results for our customers, a global user base of more than 600,000 users.
- Paid • Proprietary
- Windows
Statistics - Spreadsheets
The IBM SPSS software platform offers advanced statistical analysis, a vast library of machine-learning algorithms, text analysis, open-source extensibility, integration with big data and seamless deployment into applications.
- Statistical Analyzer
- Paid • Proprietary
- Mac
- Windows
- Linux
JASP is a free and open-source graphical program for statistical analysis supported by the University of Amsterdam. It is designed to be easy to use, and familiar to users of SPSS. It offers standard analysis procedures in both their classical and Bayesian form.
- Statistical Analyzer
- Free • Open Source
- Mac
- Windows
- Linux
jamovi is a free and open statistical platform which is intuitive to use, and can provide the latest developments in statistics.
- Statistical Analyzer
- Free • Open Source
- Mac
- Windows
- Linux
PSPP is a free software application for analysis of sampled data. It has a graphical user interface and conventional command line interface. It is written in C, uses GNU Scientific Library for its mathematical routines, and plotutils for generating graphs.
- Statistical Analyzer
- Free • Open Source
- Mac
- Windows
- Linux
Statistics - Command Line
Mathematics - Econometrics
MATLAB is a numerical computing environment and programming language. Maintained by The MathWorks, MATLAB allows easy matrix manipulation, plotting of functions and data, implementation of algorithms, creation of user interfaces, and interfacing with programs in other languages.
- Programming Language
- Paid • Proprietary
- Mac
- Windows
- Linux
- Online
- Android
- iPhone
- iPad
Octave is a computer program for performing numerical computations which is mostly compatible with MATLAB . It is part of the GNU Project. It is free software under the terms of the GNU General Public License.
- Programming Language
- Free • Open Source
- Mac
- Windows
- Linux
- Android
- BSD
Scilab is free and open source software for numerical computation providing a powerful computing environment for engineering and scientific applications. Scilab includes hundreds of mathematical functions.
- Numerical Computation Software
- Free • Open Source
- Mac
- Windows
- Linux
- Flathub
- Flatpak
Is a cross-platform software package for econometric analysis, written in the C programming language that can import SPSS data files.
- Statistical Analyzer
- Free • Open Source
- Mac
- Windows
- Linux
