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This is a free, open-source "clone" of SPSS designed to look and behave almost exactly like it, though it lacks some of the most advanced features. R / Python:

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The safest way to get SPSS 27 for free is through the official IBM trial program. Typically 30 days of full access. How to Access: Create an IBM account on the IBM SPSS Statistics page and select "Try SPSS Statistics for free". Requirements: Check your school’s IT or software portal

These are modern, easy-to-use, and completely free tools built on the R language. They have a user interface very similar to SPSS.

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