Survey / Data Analysis
Statistical analysis using SPSS, R, Python, and AMOS — explained simply.
5–14 business days
SPSS, AMOS, R / RStudio
5 items
Overview
From questionnaire design to advanced multivariate analysis, we deliver clean, interpretable results with publication-ready tables, figures, and narrative.
Statistics shouldn't be a black box. Our analysts design your questionnaire for valid measurement, clean and code your data, run the right tests for your hypotheses (descriptive, inferential, multivariate, SEM, longitudinal), and explain results in plain English you can defend in viva. Every output is publication-ready — APA-format tables, journal-quality figures, and a narrative interpretation.
Key Benefits
- SPSS, R, Python, AMOS, STATA
- Hypothesis testing & SEM
- Publication-ready outputs
- Plain-English interpretation
- Questionnaire design
- Sample-size calculation
Our Process
- 1Data intake & cleaning
- 2Analysis plan
- 3Run analyses & visualise
- 4Report & explanation call
What You Get
- • Cleaned dataset
- • Output files (.spv, .R, .ipynb)
- • APA-format tables & figures
- • Interpretation report
- • Live explanation call
Tools We Use
Ideal For
- • PhD scholars at analysis stage
- • Researchers needing SEM / CFA
- • Authors revising statistical reviewer comments
Service Tiers
Choose the package that matches your scope. All tiers include free consultation and confidentiality.
Descriptive
Frequencies & basic tests
- Data cleaning
- Descriptives
- Reliability (Cronbach's α)
- 5-day delivery
Inferential
Hypothesis testing
- Everything above
- t-tests / ANOVA / regression
- Mediation / moderation
- 10-day delivery
Advanced
SEM / multivariate
- Everything above
- CFA / SEM (AMOS)
- Longitudinal / panel data
- Live explanation call
Frequently Asked Questions
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