Who it is for
- Students analysing thesis data
- Project teams preparing result tables
- Researchers needing a documented analysis trail
What is included
- Data cleaning advice and codebook review
- Descriptive and inferential analysis appropriate to the design
- Thematic coding support for qualitative material
- Help interpreting results without over-claiming
Process
- Review of design, variables, and questions
- Agree software and what will be delivered
- Analysis with a written log of decisions
- Walkthrough of tables, figures, and limitations
Expected inputs
- De-identified dataset or excerpts
- Codebook / interview guide
- Analysis questions
Realistic outputs
- Analysis notes
- Tables or coded excerpts
- Limitations statement
Limitations
- Software listed (SPSS, Excel, R) is used only when relevant; we do not claim exclusive licences or certifications unless verified.
- We will not manipulate findings to fit a preferred narrative.
Confidentiality
Datasets should be de-identified before sharing whenever possible.