Research data analysis
Statistical data analysis guidance for research in Pune
Consultation for selecting appropriate analytical methods, preparing data, applying statistical or machine-learning techniques, interpreting results and presenting evidence responsibly.
Who this is for
Guidance aligned to your academic journey.
- Students analysing dissertation or project data
- Researchers selecting statistical methods
- Scholars working with machine-learning models
- Teams needing clear visualisation and interpretation
What we support
Method and test selection
Descriptive and inferential analysis
Machine-learning evaluation
Visualisation and result interpretation
Research-ready reporting guidance
Expected outcomes
Clarity, capability and defensible work.
- Analysis aligned with the research questions
- Transparent assumptions and limitations
- Clear tables, figures and interpretations
- Improved ability to explain and defend results
Ethical service boundary
Mentoring, review and explanation.
Rig Consultancy does not provide impersonation, fabricated data, ready-made submissions, guaranteed marks or guaranteed publication. Students and researchers remain responsible for their original work, authorship and institutional compliance.
Read the Academic Integrity PolicyFree tool
Which statistical test should I use?
A starting point from your research goal. Assumptions still need checking with your data.
What do you want to show?
Pick one to see the usual test, the alternative when assumptions fail, and an example.
Which tools can be supported?
Depending on the requirement, guidance may involve Python, R, spreadsheets, Power BI or other suitable analytical tools.
Will you select the method for me?
We help evaluate suitable methods based on research questions, data type, assumptions and intended interpretation.
Can confidential data be analysed?
Only data that may be shared lawfully and ethically should be provided. Anonymisation is strongly recommended where applicable.
Which statistical test should I use?
Start from what you want to show (difference, relationship or prediction), the type of outcome and the number of groups. The test chooser on this page gives a starting point; assumptions still need checking with your data.
Do you analyse the data for me?
We guide you through the analysis on your own data and explain each output so you can run, report and defend it yourself. We do not fabricate, alter or selectively report data.
How much does project guidance cost?
The first 15-minute clarity call is free. Paid sessions are quoted after we understand your programme, stage, tools and deadline, and you approve the quote before anything is booked.
Free 15-minute clarity call
Ready to talk about your research?
Share your programme, topic, current stage and deadline. Scope and any fee are confirmed before a paid session starts.