Which statistical software do you use?

SPSS, R, Python and Excel, plus AMOS and SmartPLS for structural equation modelling and PLS-SEM.

Will you explain the results to me?

Yes. Every delivery includes a written explanation, and a walkthrough call or WhatsApp session is available so you fully understand the analysis and can present it yourself.

Can you analyse an unfinished or messy dataset?

Yes. Cleaning, coding, missing-value treatment and outlier checks are part of the service, and we flag any data problem that affects validity.

How long does analysis take?

A standard survey dataset is typically completed in one to three days. Larger or SEM-based analyses take longer and the timeline is confirmed in your quote.

Do you provide the output files?

Yes. You receive the SPSS output, syntax or script and formatted tables so the analysis is fully reproducible.

Data analysis & statistics

Statistical Consulting Using SPSS, R, Python And Excel

Statistical consulting and tutoring with reproducible analysis and clear explanations for researchers in Pakistan and worldwide. You remain responsible for your study, data and conclusions.

Discuss My Data Thesis Support

Clarity from complexityExplore · Analyse · Understand

Statistical services

Analysis, interpretation and consulting

Statistical support for theses, dissertations, journal articles and organisational research across the Gulf and international markets.

SPSS analysis

Data cleaning and coding, descriptives, reliability (Cronbach alpha), correlation, regression, t-tests, ANOVA and chi-square with annotated output.

R analysis

Reproducible scripts for advanced modelling, multivariate analysis and publication-quality plots you can rerun yourself.

Python analysis

Pandas-based cleaning, statistical testing, machine-learning baselines and clearly commented notebooks.

Excel analysis

Dashboards, pivot analysis, descriptive summaries and clean charts for survey and operational datasets.

Statistical consulting

One-to-one sessions on test selection, assumptions, sample size, hypothesis framing and how to explain your results in your own words.

Results interpretation guidance

APA-style table and figure guidance with explanation notes so you can understand the output and write your own account of the findings.

How to start

What to prepare before your analysis

A tidy dataset and clear research questions shorten the work and make the results easier to explain.

Your dataset

An Excel or SPSS file with one row per respondent and one column per variable. Keep your raw, untouched copy safe.

A short codebook

What each variable name means, the scale used and how any reverse-scored or grouped items are coded.

Research questions and hypotheses

The questions the analysis must answer, so the tests chosen match your study design rather than the other way round.

Output requirements

Your university or journal format for tables and figures, plus whether you need written interpretation.

Preparing an SPSS data analysis request is easier when your dataset, variables and research questions are organised first. Our SPSS data preparation guide explains how to protect raw data, document missing values and prepare a codebook before you ask for analysis support.

Analysis catalogue

Statistical tests and procedures we help you with

We work through suitable procedures, reproducible output and plain-language explanations so you can understand, verify and present your own findings.

Data cleaning

Data coding

Descriptive statistics

Reliability testing

Cronbach Alpha

Correlation analysis

Regression analysis

ANOVA

Chi-square

Hypothesis testing

Statistical interpretation

Results presentation

Software

Tools we work with

SPSS

Python

Excel

AMOS

SmartPLS

Questions

Frequently asked questions

Software, timelines, deliverables and interpretation explained.

Our academic integrity commitment

Global Hub does not complete exams or graded assignments, write theses or dissertations for clients, or submit academic work on a student’s behalf. We do not fabricate research or help users conceal plagiarism or evade originality or AI-use checks. Clients retain authorship and remain responsible for following their institution’s rules. Our support is coaching, editing, research-method guidance, statistics consultation, formatting, and publication preparation.

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Related Global Hub services

Every service has its own dedicated page with pricing guidance and direct WhatsApp support.

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Request a statistical consultation quote

Share your data file, variables and research questions. You receive a clear consulting scope, fixed price and timeline before work starts.

Online support from Pakistan for clients in the Gulf and worldwide.
Scope, timeline and a fixed price confirmed before any work begins.
Your documents and data are used only to deliver the work you request, and shared with service providers only where a task requires it.

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