I will do statistical data analysis in excel, spss, or smartpls

I provide quantitative data analysis using SmartPLS 4, SPSS, and Excel. Depending on your project, this may include PLS-SEM, reliability analysis, descriptive statistics, correlation, regression, hypothesis testing, data cleaning, PivotTables, charts, dashboards, and other appropriate analyses.

Yes. I can perform SmartPLS 4 / PLS-SEM analysis, including measurement model assessment, outer loadings, Cronbach's Alpha, Composite Reliability, AVE, HTMT, VIF, path coefficients, bootstrapping, R², f², PLSpredict, mediation, moderation, and hypothesis assessment where appropriate.

Yes. I can analyze survey datasets in SPSS based on your research questions, variables, hypotheses, and study design. Depending on the project, this can include descriptive statistics, reliability, correlation, regression, group comparisons, hypothesis testing, and interpretation.

Yes. I can clean and analyze Excel data and create professional reports using Excel formulas, PivotTables, charts, Data Analysis tools, Solver, and dashboard-style visualizations. My Excel service is focused on practical data analysis and reporting rather than advanced Power BI development.

If you're unsure, message me before ordering. Send your research objectives/questions, variables, hypotheses, and a brief description of your study. I can review the requirements and help determine an appropriate analysis and scope.

Please provide your dataset, research questions/objectives, hypotheses or framework if applicable, questionnaire/codebook if available, and any specific requirements from your research or project. Please remove personally identifying or confidential information before sharing data.

Yes. I don't simply provide software output. I can provide clear explanations and interpretation of the relevant statistical results, including tables and visualizations where included in your package.

Yes. Custom offers are available.