I will data analysis, interpretation and results writing
Researcher, Data annalist, Content Writer and Social Media Marketing
About this Gig
I'm M. Adil Latif, a university lecturer and published social science researcher. If you are looking for data analysis, results visualisation (tables, charts, and graph creation), and results interpretation/discussion services, I assure you that you are in the right place. I can assist you in turning raw data into clear, APA-formatted results. Here are the services that I am offering:
- Data Cleaning & Coding: Handle missing values, recoding, and preparation for analysis.
- Descriptive Statistics & Reliability: Produce frequency tables, means/SD, and Cronbach's alpha for scales.
- Hypothesis Testing: Perform correlations, t-tests (independent/paired), chi-square, etc.
- ANOVA/Regression: Conduct one-way/multi-way ANOVAs and linear/logistic regressions(hierarchical or multivariate as needed).
- Advanced Analysis: Run factor analysis, mediation/moderation analysis using Hayes PROCESS macro.
- Results Interpretation & Writing: Provide plain-English interpretation and fully APA-formattedtables/figures.
I deliver a complete analysis report SPSS output files and scripts, anExcel dataset,
and a publication-ready report with tables and figures. Your information remains secure, private, and confidentia
My Portfolio
FAQ
What data should I provide?
Please send your raw data (SPSS .sav or Excel/CSV) and adescription of your variables/hypotheses. A codebook or questionnaire is helpful.
Will you write the results section in APA format?
Yes. I deliver a publication-ready report:properly formatted APA tables/figures and narrative.
Do you explain the statistics?
Absolutely. I interpret all findings in plain English so you can understand the implications.
What if my data is dirty or has missing values?
No problem. I will do data cleaning and coding; I will impute or flag missing data as needed.
What is the turnaround time?
Typically 1–2 days for Basic, up to 3–4 days for Standard, and5–7 days for Premium. Faster delivery options can be arranged.
Is my data confidential?
Absolutely. All data and results are kept strictly confidential. I do not share or store data outside our transaction.
Do you use any other software?
Mainly use SPSS (latest version), but I can work from Excel or CSV and even validate results in R or Excel if needed.

