Understand every method, from first step to algorithm.
Practical workflows, methodological reasoning, equations, implementation details, verified references, and honest validation boundaries.
11 published articles
Create your first research project
Set up a private workspace that keeps your study design, datasets, analyses, and reports together.
Upload a survey dataset
Import a CSV, Excel XLSX, or SPSS SAV file into an immutable dataset version.
Navigate the Survlytics workspace
Use the seven stable workspace destinations, project context, contextual resource tabs, and compact analysis method picker.
Guided Research or Explore Analysis?
Choose between a structured methodology-aware journey and direct access to analysis modules.
Understand variable types and measurement levels
Review detected numeric, text, categorical, ordinal, and scale-like variables before analysis.
Reverse coding and composite scores
Prepare consistently oriented indicators and construct scores through explicit transformations.
Explore and visualise survey data
Filter respondents, create automatic charts, and build transparent crosstabs or numeric summaries from one immutable dataset version.
Detect open-ended survey questions
Profile eligible text fields locally and review candidates before confirming them for qualitative analysis.
AI assistance, evidence, and privacy
Understand how contextual explanations are separated from statistical computation and controlled by configured privacy boundaries.
Build a Results Notebook
Organise explicitly saved analyses and approved qualitative evidence into an editable report structure.
Export research results
Generate supported Word, PDF, HTML, or spreadsheet outputs from reviewed evidence.