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I will do excel data analysis, interpretation, and dashboard visualisation
SPSS Data Analyst, Survey Research and APA Reporting
I’m Muhammad Adil Latif, a PhD scholar, published researcher, and data analyst with experience supporting academic and business clients. I provide SPSS analysis for survey data, regression, ANOVA, hyp...
About this Gig
Your Excel data should support decisions, not leave you sorting messy rows or guessing what the numbers mean.
I will turn your raw Excel or CSV data into a clean, accurate, and decision-ready analysis. You will receive more than charts: I will explain important patterns, trends, and findings in clear language for your business report, research project, presentation, or management decision.
My services include:
- Excel data analysis and data cleaning
- Statistical analysis with clear interpretation
- Formulas, pivot tables, summaries, and KPI calculations
- Professional charts and data visualization
- Interactive Excel dashboard with filters and slicers
- Trend, comparison, and performance analysis
- Organised workbook and concise insight summary
- Why choose this gig?
- Careful and confidential handling of your data
- Accurate, easy-to-understand results
- Customised analysis and dashboard design
- Clear communication and on-time delivery
Contact me before ordering for a free initial review of your dataset structure and a recommended analysis plan.
My Portfolio
Other Data Analytics Services I Offer
FAQ
What should I send before ordering?
Send the dataset in SPSS, Excel or CSV format; the questionnaire or codebook; research questions or hypotheses; required reporting style; and deadline. Please remove direct personal identifiers where possible.
Can you recommend the correct statistical tests?
Yes. I can recommend suitable tests after reviewing your research questions, variable types, sampling design and data quality. I will confirm the method and scope before analysis begins.
What counts as a revision?
A revision covers corrections or reasonable clarification within the agreed scope. New variables, hypotheses, tests, datasets or reporting requirements are additional work and may require a custom offer.
Will you provide APA-style results?
Yes. When included in the package, I provide APA-style tables and a clear statistical analysis report for your review and learning. You remain responsible for final submission and your institution's rules.
How do you handle missing or messy data?
I first diagnose coding errors, duplicates, outliers and missingness. Any recoding, exclusion or imputation method is agreed with you and documented; I do not silently alter the dataset.
Can you analyses Likert-scale survey data?
Yes, when the design is suitable. Services can include reverse coding, composite scores, Cronbach's alpha, descriptive statistics and appropriate inferential tests.
Do you offer regression, mediation or moderation?
Yes, subject to data suitability and the agreed package. Multiple or logistic regression may fit Standard or Premium; mediation and moderation are normally confirmed through a custom scope.
Will I receive the SPSS files?
Yes, if included in the package. Deliverables can include the cleaned data file, SPSS output, syntax, APA tables and an interpretation report.
How is confidentiality handled?
I treat your files as confidential and use them only for the agreed Fiverr order. Please anonymise names, emails, IDs and other direct identifiers before upload whenever possible.
Which projects are not accepted?
I do not complete exams, tests or assessed work that must represent a buyer's independent effort. I provide ethical analysis, explanation, tutoring and approved research support.
