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
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wallygator1List by wallygator1, last updated 
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  1. Programming languages

  2. Python icon
     Like

    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.

    Cost / License

    • Free
    • Open Source

    Application type

    Platforms

    • Mac
    • Windows
    • Linux
    • Symbian S60
    • BSD
    • AROS
    • Haiku
    • AmigaOS
    • OpenSolaris
    • MorphOS
    Python screenshot 1
    Python screenshot 1
    The Python 3.1 interpreter running in a GNOME Terminal
  3. 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.

    Cost / License

    • Free
    • Open Source

    Platforms

    • Mac
    • Windows
    • Linux
    • BSD
    R (programming language) screenshot 1
    On Unix
    On Mac
  4. Julia icon
     Like

    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...

    Cost / License

    • Free
    • Open Source

    Platforms

    • Mac
    • Windows
    • Linux
    Julia screenshot 1
  5. ETL Tools

  6. Zapier icon
     Like

    Automate workflows effortlessly, connecting over 7,000 apps without coding. Utilize AI for smarter tasks, customize with data tables, and use templates.

    Cost / License

    • Freemium
    • Proprietary

    Platforms

    • Online
    • Software as a Service (SaaS)
    Zapier screenshot 1
    Zapier screenshot 1
    Zapier screenshot 2
    +6
    Zapier screenshot 3
  7. Hevo Data icon
     Like

    Hevo Data is a no-code, bi-directional data pipeline platform specially built for modern ETL, ELT, and Reverse ETL Needs.

    Cost / License

    • Paid
    • Proprietary

    Platforms

    • Software as a Service (SaaS)
    Select Source Type
    Pipeline Overview
    Transformation
    +4
    Source Configure
  8. Airflow is a platform to programmaticaly author, schedule and monitor data pipelines.

    Cost / License

    • Free
    • Open Source

    Platforms

    • Linux
    Apache Airflow screenshot 1
    Apache Airflow screenshot 1
    Apache Airflow screenshot 2
    +2
    Apache Airflow screenshot 3
  9. Talend icon
     Like

    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.

    Cost / License

    • Freemium
    • Proprietary

    Platforms

    • Mac
    • Windows
    Talend screenshot 1
  10. Business Intelligence

  11. Enhance your decision-making by transforming diverse data sources into engaging, interactive visual insights with tools like Power BI Desktop and a web service.

    Cost / License

    • Freemium
    • Proprietary

    Platforms

    • Windows
    • Online
    • Android
    • iPhone
    • Android Tablet
    • iPad
    • Microsoft Power BI
    • Microsoft 365
    • Microsoft Excel
    Microsoft Power BI screenshot 1
    Microsoft Power BI screenshot 1
    Microsoft Power BI screenshot 2
    +8
    Microsoft Power BI screenshot 3
  12. Tableau icon
     Like

    Tableau helps the world’s largest organizations unleash the power of their most valuable assets: their data and their people.

    Cost / License

    • Paid
    • Proprietary

    Platforms

    • Mac
    • Windows
    • Online
    • Self-Hosted
    Tableau screenshot 1
    Tableau screenshot 1
    Tableau screenshot 2
    +9
    Tableau screenshot 3
  13. Lightdash icon
     Like

    Open-source BI for your whole team.

    Cost / License

    • Free
    • Open Source

    Platforms

    • Online
    • Self-Hosted
    • Software as a Service (SaaS)
    Lightdash screenshot 1
    Lightdash screenshot 1
  14. 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.

    Cost / License

    • Paid
    • Proprietary

    Platforms

    • Mac
    • Windows
    • Linux
    JasperReports screenshot 1
    JasperReports screenshot 1
  15. 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.

    Cost / License

    • Paid
    • Proprietary

    Application type

    Platforms

    • Windows
    STATISTICA screenshot 1
  16. Statistics - Spreadsheets

  17. 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.

    Cost / License

    • Paid
    • Proprietary

    Application type

    Platforms

    • Mac
    • Windows
    • Linux
    IBM SPSS Statistics screenshot 1
    IBM SPSS Statistics screenshot 1
  18. JASP icon
     Like

    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.

    Cost / License

    • Free
    • Open Source

    Platforms

    • Mac
    • Windows
    • Linux
    JASP screenshot 1
    JASP screenshot 1
    JASP screenshot 2
  19. jamovi icon
     Like

    jamovi is a free and open statistical platform which is intuitive to use, and can provide the latest developments in statistics.

    Cost / License

    • Free
    • Open Source

    Application type

    Platforms

    • Mac
    • Windows
    • Linux
    • Flathub
    • Online
    jamovi screenshot 1
    jamovi screenshot 1
    jamovi screenshot 2
  20. PSPP icon
     Like

    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.

    Cost / License

    • Free
    • Open Source

    Platforms

    • Mac
    • Windows
    • Linux
    PSPP screenshot 1
  21. Statistics - Command Line

  22. RStudio icon
     Like

    RStudio™ is an integrated development environment (IDE) for R. RStudio combines an intuitive user interface with powerful coding tools to help you get the most out of R.

    Cost / License

    • Free
    • Open Source

    Application type

    Platforms

    • Mac
    • Windows
    • Linux
    • Xfce
    RStudio on Windows
    RStudio on Mac OS X
    RStudio on Ubuntu Linux
    +1
    RStudio screenshot 3
  23. Mathematics - Econometrics

  24. MATLAB icon
     Like

    Interactive environment for numerical computation, data analysis, algorithm development, matrix operations, data visualization, and toolboxes for specialized mathematical functions.

    Cost / License

    • Paid
    • Proprietary

    Application types

    Platforms

    • Mac
    • Windows
    • Linux
    • Online
    • Android
    • iPhone
    • iPad
    MATLAB screenshot 1
    MATLAB screenshot 1
    MATLAB screenshot 2
    +3
    MATLAB screenshot 3
  25. Octave is a computer program for performing numerical computations which is mostly compatible with MATLAB icon MATLAB . It is part of the GNU Project. It is free software under the terms of the GNU General Public License.

    Cost / License

    • Free
    • Open Source

    Platforms

    • Mac
    • Windows
    • Linux
    • Android
    • BSD
    GNU Octave GUI screenshot
  26. Scilab icon
     Like

    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.

    Cost / License

    • Free
    • Open Source

    Platforms

    • Mac
    • Windows
    • Linux
    • Flathub
    • Flatpak
    Scilab screenshot 1
    Scilab screenshot 1
    Scilab screenshot 2
    +1
    Scilab screenshot 3
  27. gretl icon
     Like

    Is a cross-platform software package for econometric analysis, written in the C programming language that can import SPSS data files.

    Cost / License

    • Free
    • Open Source

    Application type

    Platforms

    • Mac
    • Windows
    • Linux
    gretl screenshot 1
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