Data Cleaning & Preparation
Variable type detection, missing value handling, categorical encoding, scale/dimension structuring and BMI calculations.
We turn your raw data — SAV, Excel or CSV — into rigorous, publication-ready results. Data cleaning, variable identification, descriptive statistics, correlation & regression, reliability & validity, and SPSS-style HTML reports delivered by experienced analysts.
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Hundreds of surveys, theses and business analyses completed by our analysts — from data cleaning to publication-ready SPSS reports.
Every project is handled by an experienced analyst. You provide the data, we deliver the results — done-for-you, not a software license.
Variable type detection, missing value handling, categorical encoding, scale/dimension structuring and BMI calculations.
Frequency tables, means, standard deviations, normality checks and cross-tabulation with chi-square tests.
Pearson/Spearman correlation, linear & logistic regression, mediation and moderation analyses.
Independent & paired t-tests, one-way and multi-factor ANOVA with post-hoc multiple comparisons.
Cronbach's alpha, KMO & Bartlett test, exploratory and confirmatory factor analysis (EFA/CFA).
Clean, SPSS Viewer-style HTML reports you can review, download and archive for delivery or submission.
A quick demo of the full workflow, from uploading data to exporting your SPSS-style report.
Upload your file, our analysts clean and structure it, run the right tests, and deliver SPSS-style results.
Tell us about your survey, thesis or research project. We'll recommend the right analyses and deliver ready-to-use results.
Select analyses on the left to run