I can help you conduct data mining and reporting using SPSS

Why Hire Me?

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I help clients make sense of their data using SPSS—transforming raw datasets into clean, reliable insights that support decisions in business, research, and policy.

What You Gain with My Service:

• 7+ years of experience with SPSS across education, healthcare, public policy, and consumer analytics

• Deep command of statistical techniques: regression, clustering, factor analysis, and predictive modeling

• Strong foundation in interpreting complex SPSS outputs for non-technical users

• Clean, publication-ready reports tailored for academic, research, or corporate use

• Timely delivery, client-specific customizations, and support with insights implementation

What I Need to Start Your Project

To deliver accurate and useful SPSS analysis, please share the following:

1) Project Goals and Business Questions

• What decision or hypothesis should the analysis support?

• Are you looking for explanation, prediction, segmentation, or testing?

2) Dataset and File Format

• Provide your dataset(s) in .sav, .xlsx, or .csv format

• Mention any known issues (e.g., missing data, unlabelled variables)

3) Preferred Analytical Techniques (if known)

• Regression, clustering, factor analysis, ANOVA, etc.

• Any specific models or comparisons required

4) Output and Reporting Needs

• Preferred format: Word, PowerPoint, PDF, SPSS output file

• Level of detail: summary or deep-dive, visual-heavy or text-heavy

5) Timeline and Milestones

• Deadline for draft and final version

• Weekly updates or milestone check-ins (optional)

6) SPSS Version and Access

• Your SPSS version (to ensure compatibility if files are shared)

• Whether you need assistance interpreting output post-delivery

7) Stakeholders and Target Audience

• Who will read the report: decision-makers, researchers, non-experts?

• Any formatting, compliance, or academic standards to follow

8) Data Confidentiality and Sharing

• Share how the data will be sent (email, Drive, Dropbox, etc.)

• Let me know if anonymization is required

9) Post-Project Support

• Need help presenting the findings to a team or supervisor?

• Interested in a walkthrough call or future project documentation?