Data Analysis Services

Quantitative data analysis

Statistical support for postgraduate research

Quantitative services may include:

• data preparation, coding, and cleaning;

• descriptive statistics;

• reliability and assumption checks;

• selection and application of appropriate statistical tests;

• regression and other techniques within verified consultant expertise;

• tables, charts, diagnostics, and reproducible outputs;

• support with SPSS, Excel, or other confirmed software;

• explanation of findings, limitations, and reporting requirements.

Only publish software and advanced methods that the business can genuinely deliver.

Qualitative data analysis

Thematic and content coding support for postgraduate research

Qualitative services may include:

• data organisation and analysis planning;

• coding-framework and codebook development;

• thematic-analysis support;

• category and theme review;

• audit-trail and reflexivity guidance;

• support with ATLAS.ti, or other confirmed tools;

• presentation and explanation of qualitative outputs.

What we need

Provide the approved research questions, methodology, variables or interview framework, data dictionary, supervisor guidance, and a de-identified sample where appropriate. Do not send personally identifiable participant data through the general enquiry form.

Service condition

Any analysis must use valid data and a transparent, reproducible process. We do not fabricate observations, alter findings, or select methods merely to force a preferred result. The client remains responsible for writing and defending the final interpretation.