Student Statistics Lab

Upload a CSV or Excel file, check assumptions, run descriptives, review recommended parametric and nonparametric tests, and run a statistical test.

1. Upload

2. Assumption Checks

3. Descriptives

4. Choose and Run Test

5. APA 7 Output

Step 1: Upload

Upload data file Load sample data

Accepted formats: CSV, XLSX, XLS

Step 2: Assumption Checks

Columns to analyse (select one or more)

Use Ctrl/Cmd + click to select more than one column.

Run assumptions

Step 3: Descriptives

Run descriptives

Step 4: Choose and Run Test

Selected test to run Choose a test Independent-samples t test Mann–Whitney U test Paired-samples t test Wilcoxon signed-rank test One-way ANOVA Kruskal–Wallis test Pearson correlation Spearman rank-order correlation Chi-square test of independence Simple linear regression

Grouping variable Numeric outcome variable

First numeric variable Second numeric variable

Variable X Variable Y

Categorical variable 1 Categorical variable 2

Run statistical test

Data preview

No data loaded yet.

Assumption Checks

Choose columns and run assumptions.

Descriptive statistics

Run descriptives to generate APA-style tables.

Statistical test and recommendation

After assumptions are checked, recommended parametric and nonparametric tests will appear here.

Run a statistical test to view results.

APA 7 interpretation and write-up

After the test runs, this section will show an interpretation and a sample APA 7 results paragraph.

Click to set custom HTML

Click to set custom HTML