A structured SOP and process map designed to turn inconsistent workflows into clear, repeatable processes. This shows defined roles, process steps, escalation guidance, responsibilities, and version control to improve consistency and accountability.
SPSS Statistical Analysis – Descriptive Statistics & Frequency Report
Description:
Project Overview: Analysis of 130 survey responses for a research project.
What I delivered: Full descriptive statistics in SPSS: N, Mean, Median, Mode, Std. Deviation, Min/Max for 11 variables (Gender, Age, Marital Status, Education, Employment, Income, Housing, etc.)
Frequency tables with percent, valid percent, cumulative percent – e.g., Gender distribution (Male 55.4%, Female 44.6%)
Clean, publication-ready SPSS output tables for thesis/dissertation chapter 4Interpretation-ready results for RII and demographic profiling
Many researchers can collect data but get stuck at SPSS output. I turn their coded data into tables they can directly paste into their project.
Privacy: Sample output shown. Full dataset and client research topic kept confidential.