Free statistics tools · No sign-up

Statistics calculators that show their work

For students, researchers and analysts. Every answer comes with the formula, each step of the working and a plain-English explanation of what it means.

  • Step-by-step working
  • Plain-English answers
  • Charts you can download
Worked example
Z-score

Exam scores have a mean of 70 and a standard deviation of 10. You scored 85. How unusual is that?

  1. Write the formula
    z = x − μσ
  2. Substitute x = 85, μ = 70, σ = 10
    z = 85 − 7010 = 1510
  3. Divide
    z = 1.5

What it means: 85 is 1.5 standard deviations above the mean, higher than about 93% of scores. Try the z-score calculator

14 free tools

Pick a tool

Each one shows the working, explains the result and lets you download the chart.

Calculators

Enter your numbers and get the answer, the formula, each step of the working and what the result means.

  • Find how many standard deviations a value sits from the mean, plus its percentile.

  • Get the p-value from a z, t, chi-square or F statistic, one- or two-tailed, with the reasoning shown.

  • Confidence intervals for a mean or a proportion, from raw data or summary statistics, with the margin of error explained.

  • One-sample, two-sample and paired t-tests with the t statistic, p-value, effect size and every step shown.

  • Work out how many responses you need for a given confidence level and margin of error.

Chart makers

Paste your data and download a clean, labeled chart for a report, assignment or slide.

  • Paste x and y values to get a scatter plot with a trend line and correlation, ready to download.

  • Enter categories and values to build a clean bar graph you can download as an image.

  • Paste a list of numbers to get a histogram with sensible bins, a frequency table and a downloadable PNG.

  • Make box-and-whisker plots for one or more groups, with the five-number summary and outliers marked.

How it works

From raw numbers to a result you can explain

  1. Enter your data

    Type numbers, paste a column from Excel or Google Sheets, or start from the built-in example.

  2. Follow the working

    See the formula, how your numbers go into it and every step to the final, highlighted answer.

  3. Understand and share

    Read a plain-English explanation of the result, then download the chart for your report.

Why StatHow

More than just the answer

A number on its own doesn't help you check homework, explain a result to your manager or learn the method. StatHow is built to show you how the answer was reached.

StatHow compared with answer-only calculators
Feature StatHow Answer-only calculators
Final answer Yes Yes
Formula with every symbol explained Yes Rarely
Step-by-step working with your numbers Yes Rarely
Plain-English interpretation Yes Rarely
Downloadable chart Yes Rarely
Data stays in your browser Yes Varies

Who's behind StatHow

Built by a statistician, written for learners

Every tool follows standard textbook methods, and the worked examples use real numbers you can check by hand or in a spreadsheet.