Hypothesis Testing

Statistical tests to validate your hypotheses and measure significance

Descriptive Statistics

Summarize and describe the main features of your data

σ

Standard Deviation Calculator

Find mean, variance, and standard deviation for any dataset.

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x̄

Average Calculator

Calculate the mean average of a set of numbers quickly.

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M

Median Calculator

Find the middle value of your dataset instantly.

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s²

Variance Calculator

Calculate population and sample variance from your data.

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Q

Quartile Calculator

Find quartiles, IQR, and identify potential outliers.

Percentages & Change

Calculate percentages, growth rates, and relative changes

Probability & Sampling

Random sampling, probability calculations, and distributions

šŸŽ²

Random Number Generator

Generate random numbers within a specified range for sampling.

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P

Probability Calculator

Calculate single and combined event probabilities.

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n

Sample Size Calculator

Determine the right sample size for your study or survey.

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CI

Confidence Interval Calculator

Calculate confidence intervals for means and proportions.

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∿

Normal Distribution Calculator

Calculate probabilities and percentiles for normal distributions.

About Our Statistics Calculators

Whether you’re a student working through statistics homework, a researcher analyzing experimental data, or a data professional making business decisions, our free statistics calculators are designed to help you work faster and more accurately.

Each calculator provides step-by-step explanations so you can understand the methodology behind the calculations. From basic descriptive statistics like mean and standard deviation to advanced hypothesis testing with t-tests and chi-square analysis, we’ve got you covered.

All calculators are 100% free, require no sign-up, and work directly in your browser. Your data stays on your device — we never store or transmit your calculations.

Frequently Asked Questions

What is a p-value and when do I use it?

A p-value is the probability of obtaining results at least as extreme as your observed results, assuming the null hypothesis is true. Use it in hypothesis testing to determine if your results are statistically significant.

What’s the difference between population and sample standard deviation?

Population standard deviation (σ) is used when you have data for an entire population. Sample standard deviation (s) is used when you have a sample from a larger population.

When should I use a t-test vs. a z-test?

Use a z-test when you know the population standard deviation and have a large sample (n > 30). Use a t-test when you don’t know the population standard deviation or have a small sample size.

Are these calculators accurate for academic use?

Yes! Our calculators use standard statistical formulas and are suitable for academic work, research, and professional use.

Need a Calculator We Don’t Have?

We’re constantly adding new statistics calculators. Let us know what you need!

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