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I will run descriptive and inferential statistics in spss
Data Analyst and ML Specialist: Python R SQL PySpark SPSS SmartPLS
I specialize in Machine Learning, Statistical Modeling, Predictive Analytics, and Data Visualization using Python, R, SPSS, PySpark, and SmartPLS. With 17+ years of experience in research, monitoring,...
About this Gig
Welcome to my gig!
I offer professional statistical analysis using IBM SPSS, including data cleaning, hypothesis testing, regression modeling, correlation analysis, and meaningful data visualizations. With 17+ years in Monitoring, Evaluation, and Research, I help students, researchers, and businesses transform raw data into clear, decision-ready insights and reports.
Whether you're working with academic, business, or development datasets, Ill ensure reliable, accurate, and clean results fast and professionally.
Basic Package
Title: Descriptive Data Summary
Description: Basic statistical summary and visualization.
Features:
Summary statistics (mean, median, mode)
Frequency tables
Bar, pie, and histogram charts
SPSS outputs
Standard Package
Title: Inferential Analysis with Visuals
Description: Includes all Basic features + hypothesis testing and plots.
Features:
T-test, Chi-square test, or One-way ANOVA
P-value and significance interpretation
Premium Package
Title: Advanced Statistical Modeling
Description: Full statistical modeling with regression and correlation.
Features:
Correlation matrix
Simple and multiple linear regression
SPSS .sav and .spv files provided
My Portfolio
FAQ
What types of data can you analyze using SPSS?
I can work with survey data, academic research data (thesis/dissertation), business and marketing data, evaluation datasets, and any structured dataset in Excel, CSV, or SPSS (.sav) format.
What file formats do you accept?
I accept Excel (.xlsx/.xls), CSV (.csv), and SPSS (.sav) files. You can also share your questions or variables in Word or Excel if your data isn’t yet structured.
Can you perform hypothesis testing and interpret the results?
Yes! I can perform T-tests, Chi-square, ANOVA, and more. I also provide interpretation of p-values, confidence intervals, and practical conclusions.
Will I receive the SPSS syntax or output files?
Yes. Upon request, I can share SPSS syntax (.sps), output viewer files (.spv), and summary reports in PDF or Word format.
Can you clean and prepare messy data?
Absolutely. I include data cleaning, variable labeling, and formatting as part of my service—especially in the Standard and Premium packages.
I’m not sure what test I need. Can you help?
Of course! Just explain your research objective or business question, and I’ll suggest the most appropriate statistical test and analysis approach.
