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| Software | SPSS Compatibility | Strengths | Weaknesses | |----------|-------------------|-----------|-------------| | | High – uses similar menu structure and even .sav file import/export. | GNU license; no malware risk. | No Bayesian stats; slower with large datasets (>1M rows). | | Jamovi | Very high – built on R but SPSS-like UI. | Interactive results; can run SPSS syntax via module. | Limited time-series analysis. | | R with sjPlot / haven | Medium – can read .sav files and produce SPSS-style tables. | Infinite statistical capabilities. | Steep learning curve. | | JASP | Medium – focuses on Bayesian and frequentist tests. | Beautiful reporting; free. | No syntax editor for batch processing. |

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