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I will do survey and questionnaire data analysis using spss, python
Research Data Analyst Article Writing
Hi! I’m Sofia Parveen, a dedicated Research Data Analyst and Article Writer from Pakistan with a strong background in data-driven research, academic writing, and analytical reporting. I help individua...
About this Gig
Professional Statistical Data Analysis for Research & Surveys
Are you struggling with survey data, Likert-scale questionnaires, or research analysis? I provide end-to-end statistical data analysis services for students, researchers, and professionals, ensuring accuracy, clarity, and academically sound results.
What I Offer
Quantitative Data Analysis
- Online survey design (Google Forms, Qualtrics, SurveyMonkey, JotForm)
- Likert-scale questionnaire validation & analysis
- Data coding with structured codebooks
- Data cleaning & pilot testing
- Reliability & validity testing
- Descriptive & inferential statistics
- Hypothesis testing & model evaluation
- Tables, graphs & professional data visualization
- Clear interpretation and reporting (APA, MLA, Harvard)
Statistical Techniques
- Descriptive statistics (mean, SD, frequency)
- t-tests (one-sample, independent, paired)
- ANOVA (one-way, two-way, repeated measures, factorial)
- Correlation & regression (linear, multiple, logistic)
- Chi-square tests & cluster analysis
- Factor analysis (EFA & CFA)
- SEM & model fit indices (RMSEA, GFI, AGFI)
Qualitative & Mixed Methods
- Interview & focus group analysis
SPSS, AMOS, SmartPLS, STATA, R, JAMOVI, JASP, Excel, Python
My Portfolio
FAQ
What type of data analysis do you provide?
I offer quantitative, qualitative, and mixed-methods data analysis, including survey/Likert-scale analysis, statistical testing, regression, factor analysis, SEM, and thematic analysis for interviews and focus groups.
Can you analyze Likert scale questionnaires and surveys?
Yes. I specialize in Likert-scale survey design, validation, reliability testing (Cronbach’s Alpha), factor analysis, statistical analysis, visualization, and interpretation with professional reporting.
What software and tools do you use?
I work with SPSS, AMOS, SmartPLS, STATA, R, JAMOVI, JASP, Excel, Python, NVivo, Atlas.ti, MaxQDA, Qualtrics, Google Forms, and JotForm.
Do you provide interpretation and report writing?
Yes. I provide clear interpretation and complete reports in APA, MLA, Harvard, or any custom format, including tables, figures, and methodology descriptions.
