Analysing data

Each analysis is a module you configure in the settings panel on the right; its results appear as a card in the large area on the left. Every analysis lets you choose a data source (default Auto = your latest data) and the columns to analyse.

Pick the analysis that matches your question:

You want to…

Use

Summarise variables (means, spread, distributions)

Descriptive statistics

Measure how two+ variables move together

Correlation

Compare a measure across independent groups

Comparing groups (t-test / ANOVA)

Compare conditions measured on the same people

Paired / repeated measures

Relate two categorical variables

Contingency tables

Predict an outcome from one or more variables

Regression

Check the internal consistency of a scale

Reliability

Discover the underlying factors behind a set of items

Exploratory factor analysis

Test a hypothesised factor structure

Confirmatory factor analysis

Fit a custom structural equation model

Structural equation modelling

Group respondents into clusters

Cluster analysis

Plan a sample size or check statistical power

Power analysis

Summarise a “select all that apply” question

Multiple response

Common options

Most analyses share a few conveniences:

  • Verbal indicators — adds in-table verbal columns (e.g. whether a result is statistically significant).

  • Verbal report — a dropdown for how much plain-language prose to write: None, Key findings, Significant only, or Full. The amount of prose scales with how much there is to say, so large analyses stay readable.

  • Number columns — replaces long variable names with numbered references in big tables and adds a legend, keeping wide tables readable.

  • Plots — optional figures (histograms, box plots, heatmaps, scatter plots, …). Plots embed directly in copied/exported output. Where a plot can number the variables (a categorical axis, pie slices, or a heatmap), the number→name mapping is spelt out as a caption under the figure. Pie charts also expose separate sliders for the radial position of the percentages and of the slice names (move either outside the pie).

  • Confidence intervals / effect sizes — where applicable, reported alongside the test.

Every result can be copied or exported — see Results & export.