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ChatSPSS is an AI-powered data analysis assistant designed for Chinese-speaking users, positioned as a free alternative to SPSS. It is tailored for scenarios such as questionnaire analysis, academic statistical reporting, and market research, offering end-to-end analytical capabilities ranging from basic descriptive statistics to advanced modeling.

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What is ChatSPSS?

ChatSPSS is suitable for questionnaire analysis, academic statistical analysis, market research, consumer satisfaction studies, and user profiling and influencing-factor analysis.

Key features

  • Descriptive Statistics: descriptive statistics, frequency analysis, and multiple-choice question analysis; Hypothesis Testing: t-test, paired t-test, analysis of variance (ANOVA), chi-square test, and nonparametric tests

  • Relational analysis: correlation analysis, regression analysis, stepwise regression, hierarchical regression; Scale research: reliability analysis (Cronbach’s α), validity analysis (EFA), confirmatory factor analysis (CFA)

Use cases and audience

Researchers in the social sciences, university faculty and students, market researchers, and users who need to perform questionnaire analysis and statistical reporting for their papers.

  • Questionnaire data analysis supports reliability analysis (Cronbach’s α), validity analysis (EFA), and confirmatory factor analysis (CFA).
  • Statistical analysis of academic papers, covering t-tests, analysis of variance (ANOVA), chi-square tests, and nonparametric tests.
  • Market research and user influence factor modeling, supporting regression analysis, mediation analysis (Bootstrap), moderation analysis, and cluster analysis.
Input

SPSS format (.sav) or Excel format (.xlsx/.xls) data files

Output

A Chinese-language analysis report containing statistical results, hypothesis test conclusions, model-fit metrics, and diagnostic plots (such as normality tests, VIF multicollinearity diagnostics, ROC curves/AUC, box plots, scatterplots, heatmaps, etc.)

Frequently asked questions

Does ChatSPSS offer free usage?

Yes, the official website explicitly states that it is a “free SPSS alternative.”

Can ChatSPSS be used for data analysis in academic papers?

Yes, the official website states that it is suitable for “academic paper analysis” and supports common statistical methods such as reliability analysis (Cronbach’s α), validity analysis (EFA), and mediation analysis (Bootstrap).

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