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ApplicationDescriptionOpenLinkOperating SystemNotes
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Data Minning & Cleaning
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OpenRefinedata cleaning and transforminghttps://openrefine.org/Mac/Windows
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Orange3data minning, analysis, and visualizationhttps://orangedatamining.com/Mac/Windows
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Data Visualization
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Cytoscapedata visualization/network visualizationhttps://cytoscape.org/Mac/Windows
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Gephidata visualization/network visualizationhttps://gephi.org/Mac/Windows
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Tableau Publicdata visualization
https://www.tableau.com/products/public/download
Mac/Windows All of the data uploaded into it is visible to the public
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GIS/Mapping
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Google Earth ProGIS/mapping
https://www.google.com/earth/about/versions/
Mac/Windows There is a cloud version that is less advanced
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QGISGIS/mappinghttps://www.qgis.org/en/site/Mac/Windows
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GeoDaGIS/mapping
https://geodacenter.github.io/download.html
Mac/Windows/Linux
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Immersive/3D
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Blender3D model/VR elements building
https://www.blender.org/download/
Mac/Windows
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Sketchfab
Cloud-based 3D model epository for uploading, visuliziang, and downloading
https://sketchfab.com/Mac/Windows Basic plan with 10 uplaods per month is free
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Media
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Audacityaudio editinghttps://www.audacityteam.org/Mac/Windows
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Gimp photo editinghttps://www.gimp.org/Mac/Windows
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InkScapevector image creatorhttps://inkscape.org/Mac/Windows
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Handbrake video and audio formats converterhttps://handbrake.fr/Mac/Windows
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Programming
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Anaconda various programming tools/enviroments packages https://www.anaconda.com/Mac/Windows The basic plan is free
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MySQL Workbenchcoding/developing
https://www.mysql.com/products/workbench/
Mac/Windows
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Pythonprogramming
https://www.python.org/downloads/
Mac/Windows
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Rprogramminghttps://www.r-project.org/Mac/Windows
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RStudioprogramming development environment
https://posit.co/download/rstudio-desktop/
Mac/Windows
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VS Code code editorhttps://code.visualstudio.com/Mac/Windows
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Research Organization
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Obsidianresearch notes organizer, brainstorming, and writing
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Tropyphoto organizer for research photoshttps://tropy.org/Mac/Windows
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Zoteroorganize research and citationshttps://www.zotero.org/Mac/Windows
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