Free private data analysis

Statistics Calculator Online

Enter, paste or import data to calculate descriptive statistics, create charts, compare groups, examine relationships and run common statistical tests—directly in your browser.

Study-habits example loaded. Hover or tap a column information icon for an instant variable profile.

Descriptive statistics

Numeric variables

Statistics to show

Select one or more numeric variables, then calculate descriptive statistics.

Frequencies & crosstabs

Choose a categorical or ordinal variable to create a frequency table.

Hypothesis tests

Not sure which test to use?

Use the helper to choose from the tests available in this workspace.

Select a test and variables. Results include the test statistic, p-value, confidence interval or effect size where appropriate.

Correlation

Numeric variables

Choose at least two numeric variables to create a correlation table and heatmap.

Linear regression

Predictors

Choose one numeric outcome and one or more numeric predictors.

About this statistics calculator

Use the workspace for descriptive statistics, frequencies, charts, correlation, regression and common introductory hypothesis tests. Data processing happens in your browser; the dataset is not uploaded to Calc for Class.

Numeric, ordinal and categorical variables

Numeric variables contain measured or counted values. Ordinal variables have a meaningful order, while categorical variables represent groups without requiring numeric spacing.

Sample and population measures

The workspace reports both sample and population standard deviation. Sample formulas use n − 1; population formulas use n.

Missing values and analysis samples

Blank cells and configured missing codes are never treated as zero. Every analysis reports how many rows were used, which variables were required and whether available-case, pairwise or listwise deletion was applied.

Choose the right analysis

Describe a variable

Use descriptive statistics, histograms and box plots to understand the centre, spread and shape of a distribution.

Compare groups

Use grouped summaries, t-tests or one-way ANOVA when the outcome is numeric and observations belong to groups.

Study relationships

Use correlation for association and regression when you want an equation that predicts one numeric variable from others.

Statistics calculator FAQ

Is this statistics calculator free?

Yes. It is free to use and does not require an account.

Does my dataset leave my device?

No dataset is uploaded to Calc for Class in this version. Calculations and saved projects run locally in your browser.

Can I paste data from Excel or Google Sheets?

Yes. Paste tab-separated rows and columns directly into the grid or use the Paste data dialog.

Which statistical tests are included?

One-sample, independent and paired t-tests, one-way ANOVA and the chi-square test of independence are included.

What quartile method is used?

Percentiles use linear interpolation based on ordered values, equivalent to the common type-7 quantile convention.

Can I export results and charts?

You can export the data as CSV, save projects locally, print results and download charts as SVG.

Paste spreadsheet data

Paste rows and columns copied from Excel, Google Sheets or a CSV file. The first row may contain variable names.

Example datasets

Study habits

Study hours, sleep, attendance, grade level, study method and test score.

Plant growth

Compare plant height and growth across three fertilizer groups.

School survey

Grade, learning format, satisfaction and homework hours.

Save project on this device

The dataset and variable settings are stored only in this browser.

Saved projects

Add a variable

Review imported data

Check the inferred variable types before replacing the current dataset. You can adjust each variable after import.

Data and missing-value settings

Tests and regression always use complete cases for the variables required by that analysis. Correlation has a separate pairwise/listwise option.

Variable settings