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Best Software for Researchers and Data Analysts

Manage citations, analyse data, run statistics and work with maps, using trusted tools that are mostly free and open source.

Zotero 10.0.7 Free
Collect, organise and cite your research sources
Updated
2 Nov 2026
R 4.6.2 Free
Language and environment for statistics and data graphics
Updated
2 Nov 2026
RStudio Desktop 2026.10.1 Free
Comfortable workspace for R and data analysis
Updated
2 Nov 2026
Python icon
Python 3.15.2 Free
Popular programming language
Updated
1 Nov 2026
GNU Octave 11.3.0 Free
Numerical computing language largely compatible with MATLAB
Updated
2 Nov 2026
QGIS 4.2.3 Free
Leading free geographic information system for maps and spatial data
Updated
2 Nov 2026
Jan 0.8.8 Free
Offline AI chat app with a friendly interface
Updated
28 Oct 2026
Obsidian 1.15.0 Free
Private note-taking with linked Markdown files
Updated
4 Nov 2026
LibreOffice 26.8.2.2 Free
Free office suite compatible with MS Office files
Updated
3 Nov 2026
Install the whole set with one command
winget install --id DigitalScholar.Zotero -e --accept-package-agreements --accept-source-agreements; winget install --id RProject.R -e --accept-package-agreements --accept-source-agreements; winget install --id Posit.RStudio -e --accept-package-agreements --accept-source-agreements; winget install --id Python.PythonInstallManager -e --accept-package-agreements --accept-source-agreements; winget install --id GNU.Octave -e --accept-package-agreements --accept-source-agreements; winget install --id OSGeo.QGIS -e --accept-package-agreements --accept-source-agreements; winget install --id Jan.Jan -e --accept-package-agreements --accept-source-agreements; winget install --id Obsidian.Obsidian -e --accept-package-agreements --accept-source-agreements; winget install --id TheDocumentFoundation.LibreOffice -e --accept-package-agreements --accept-source-agreements
Paste this into Windows Terminal or PowerShell. Programs without a winget package are not included.

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