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Research Support

Data analysis

Statistical analysis with SPSS, AMOS, SmartPLS, R, Python and more, explained so you can defend it.

Get a free consultation Typical time: Depends on dataset

Your analysis has to be right and you have to be able to explain it at your viva or to a reviewer. Our analysts run the tests that fit your research questions and walk you through every result.

What we analyse

  • Descriptive statistics, data cleaning and assumption checks
  • t-tests, ANOVA, chi-square, correlation and regression
  • Exploratory and confirmatory factor analysis, reliability and validity
  • Structural equation modelling in AMOS or SmartPLS
  • Time-series and panel data, econometrics
  • Qualitative analysis of interviews and open responses (thematic analysis, NVivo)
  • Bibliometric analysis with VOSviewer or Biblioshiny

What you receive

  • Output files and clean tables in APA or your university's style
  • A plain-language interpretation of every result
  • A write-up you can adapt for your chapter or paper
  • A call to explain the analysis and answer your questions

Good to know

We analyse the data you collected. We never alter, invent or selectively drop data to change a result.

Related services.

Trust, in their words.

★★★★★

They are quite experienced in this field across multiple subject streams and are very helpful and professional. I got proper guidance and help at each and every step. Highly recommended.

Dr. Dhananjay BansalIndustry ExpertData analysis
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★★★★★

I got shodh sagar’s contact from Instagram, was nervous in starting about trusting someone online. But Shodh Sagar helped me through out the process. The whole thing was transparent and they also hold the accountability. In total, very good experience.

Hitesh SoniIndustry ExpertData analysis
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★★★★★

I appreciate the professional communication and prompt responses from the Shodh Sagar team. Their assistance made it easier to understand the submission requirements and publication procedures.

Dhiren Kataria
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Questions and answers.

Do you guarantee acceptance in a Scopus or Web of Science journal?

No, and nobody honestly can. Every reputable journal decides through its own editors and peer reviewers. What we do is improve your chances: we choose journals whose scope and standards genuinely fit your paper, prepare the manuscript to their guidelines, and help you respond well to reviewers.

Be careful with anyone who promises guaranteed publication in an indexed journal. It is the most common sign of a predatory or fake journal service.

How long does publication take?

It depends on the journal. Peer review alone can take from a few weeks to several months, and revisions add time. When we shortlist journals for you, we give the typical review time for each, so you can choose one that fits your deadline.

If you have a firm deadline, such as a thesis submission or a promotion, tell us at the first consultation. If it is not realistic, we will say so.

How can I check that a journal is really indexed?

Search for the journal by its ISSN in Scopus Sources (for Scopus) or Clarivate's Master Journal List (for Web of Science). Check that the ISSN and publisher match and that coverage continues to the current year. Reach the journal's website through the link in that record, not through an email.

We share these links for every journal we recommend. Our guide How to check whether a journal is really indexed in Scopus explains each step.

Will you write my paper or thesis for me?

We guide, review and edit; the research, the ideas and the authorship stay yours. Our experts help you plan the structure, choose and justify the methodology, analyse your data, improve the language and format the work to your university's or journal's rules.

We do not submit work in your name that you did not do, sell authorship, or help anyone get around plagiarism rules. That protects your degree and your reputation.

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Tell us about your work. We usually call back the same working day.

We reply within one working day. Your details stay private.
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