I will do data analysis, interpretation of research, report by spss, amos or smartpls
Polishing Your Academic Writing to Perfection
About this Gig
Data collected but stuck figuring out which test actually answers your research question?
I run data analysis & interpretation of research using SPSS, AMOS or SmartPLS, then write it up in a report that reads clearly, not just a table dump. Quantitative research analysis for theses, dissertations & academic papers.
WHAT YOU'LL GET
Data analysis using SPSS
Structural equation modeling in AMOS
PLS-SEM analysis using SmartPLS
Descriptive & inferential statistics
Regression, correlation & ANOVA testing
Reliability & validity testing (Cronbach's alpha, CFA)
Mediation & moderation analysis
Hypothesis testing & interpretation
APA-style results write-up
Data cleaning & coding
Chart & table formatting for reports
WORKFLOW
Data Review ->Test Selection -> Data Cleaning -> Analysis (SPSS/AMOS/SmartPLS) -> Interpretation -> Report Writing -> Revisions -> Delivery
WHY CHOOSE ME
Revisions until the interpretation's clear
Results interpreted in plain language, not just raw output
Correct statistical test matched to your actual hypotheses
Clear, APA-formatted reporting ready for submission
Service type:
Analysis
Language:
English
Delivery style preference
Please inform the freelancer of any preferences or concerns regarding the use of AI tools in the completion and/or delivery of your order.
Academic work to be done for you, is unethical since it violates most schools’ Honor Codes.
Asking sellers to prepare homework/academic works on your behalf is against Fiverr’s Community Standard and may lead to your account being disabled.
My Portfolio
FAQ
: I'm not sure which statistical test fits my hypotheses, can you help decide?
Yes, test selection is part of the process, I review your research questions and hypotheses first to match the correct statistical approach
Do you clean and code the data, or do I need to prepare it first?
Data cleaning and coding are included, so raw datasets with errors or inconsistent formatting are handled as part of the analysis process
: Can you run SEM analysis, or just basic SPSS statistics?
Yes, structural equation modeling in AMOS and PLS-SEM in SmartPLS are included, alongside standard SPSS regression and correlation testing.
Will you explain the results, or just hand me raw output?
Results are interpreted in plain language, not just raw SPSS output, so you actually understand what the numbers mean for your research.
: Is the report formatted correctly for academic submission?
Yes, APA-style results write-up is included, with charts and tables formatted properly for thesis, dissertation, or journal submission.
Can you test reliability and validity, like Cronbach's alpha or CFA?
Yes, reliability and validity testing including Cronbach's alpha and CFA are included, alongside mediation and moderation analysis.
: How many revisions are included if the interpretation isn't clear?
Revisions continue until the interpretation is clear, so explanations can be adjusted or expanded based on what you need clarified.
Will you use Ai or other ai tools to complete analysis?
No, I respect the policy of academics on fiverr and community schools. I don't use Ai tool for anything.
