All calculators
Every calculator here runs in your browser and shows its working. The statistics tools come first, grouped by what you have: a list of numbers, a frequency table, several groups, or summary figures from a published result. Maths and finance calculators follow.
Statistics: standard deviation and spread
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Standard deviation
Sample or population σ from a list of numbers, with a dot plot and full working.
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Variance
The squared spread, before the final square root. Sample and population.
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Relative SD (%RSD)
Spread as a percentage of the mean. The laboratory precision measure.
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Coefficient of variation
The same quantity as %RSD, reported as a ratio.
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Standard error
How precisely the mean is known, and recovery of SD from a published SE.
Standard deviation and variance, by task
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Sample standard deviation
Starts in sample mode: s with the n − 1 divisor.
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Population standard deviation
Starts in population mode: σ, dividing by N.
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Sample variance
s² with the n − 1 divisor, and the SD beside it.
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Population variance
σ² dividing by N, with the shortcut formula worked.
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Mean and standard deviation
The pair most reports quote, formatted as mean ± SD.
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Mean and variance
The two parameters that define most distributions.
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Mean, variance and SD
All three, each derived from the one before, in one worked table.
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Variance and standard deviation
Both, in both sample and population form.
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SD and standard error
Spread of the data against precision of the mean.
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Mean and standard error
Mean ± SEM for error bars and lab reports.
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Z-scores for every value
Mean and SD first, then each value standardised.
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Test score SD
Class spread for teachers, with example score sets.
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SD from CSV data
Paste exported rows and pick the column to read.
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SD for large datasets
Tens of thousands of values, computed stably.
Spread, shape and position
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Standard deviation graph
Histogram of your data with the fitted normal curve and the ±1, ±2 and ±3 SD bands shaded.
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Histogram maker
Equal-width bins by Sturges’ rule, counts on every bar and a normal curve fitted to your data.
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Outliers & IQR
Outliers by Tukey fences, z-scores and Grubbs’ test, with the quartiles and a box plot.
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Descriptive statistics
Every summary at once: centre, spread, quartiles, skewness, kurtosis and a 95% CI.
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Five-number summary
Min, Q1, median, Q3 and max, drawn as a box and whisker plot.
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Percentiles
Any percentile from your data, plus the standard-deviation conversion table.
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Mean absolute deviation
Spread without squaring, compared against the standard deviation.
From tables, groups or weights
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Grouped data SD
From class midpoints and frequencies, when the raw values are gone.
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Frequency table SD
Exact values with their counts — no midpoint approximation.
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Pooled SD
One spread estimate across two or more groups, weighted by degrees of freedom.
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Weighted SD
When values carry different weights — allocations, survey weights, precision.
Distributions
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Normal distribution
Probability between any two values, with the area shaded on the curve.
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Binomial distribution
Mean, variance and σ = √(npq), with the full distribution plotted.
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Empirical rule
The 68–95–99.7 bands, with their exact coverages.
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Bell curve generator
Draw and label a normal curve from any mean and standard deviation.
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Poisson distribution
P(X = k) and cumulative probabilities for a rate λ, with σ = √λ and the mass function plotted.
Inference
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Z-score
How many standard deviations a value sits from the mean, with percentile.
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Confidence interval
An interval for a mean, using the t distribution.
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Margin of error
The ± for a mean or a survey proportion, under t and z.
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CI for standard deviation
An interval for the population SD itself, from the chi-square distribution.
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T-test
One-sample, two-sample or paired, with Cohen’s d and an interval.
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Cohen’s d
Effect size from two groups’ means, SDs and sizes, with Hedges’ g and a 95% CI.
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ANOVA
Three or more group means at once, with the full sum-of-squares table.
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Chi-square
Goodness of fit on counts, with each category’s contribution.
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Critical value
Critical values for z, t, chi-square and F at any α, one- or two-tailed, with the rejection region.
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P-value
Convert a z, t, chi-square or F statistic into a p value.
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Correlation coefficient
Pearson’s r and r², with Spearman’s rho and a scatter plot.
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Linear regression
The least-squares line, its slope, and how much it explains.
Applied: finance, quality and planning
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Portfolio SD
Two-asset portfolio risk from weights, SDs and correlation, with the diversification benefit shown.
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Cpk & process capability
Cp, Cpk, Cpu and Cpl from a mean, SD and spec limits, with expected ppm out of spec and sigma level.
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Sample size
Minimum sample for a survey proportion or a mean, from the margin of error and confidence level.
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Batting average
Hits ÷ at-bats, with how much of the average could be luck.
Statistics: means, medians and modes
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Geometric mean calculator
The nth root of the product, or the average compound growth rate from percentages.
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Mean calculator (series and grouped data)
The arithmetic mean of a list, a frequency table or class intervals, by the direct, assumed-mean or step-deviation method.
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Weighted mean calculator
Σwx ÷ Σw with the full table: the weighted arithmetic mean used for index numbers and cost-of-living figures.
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Harmonic mean calculator
The average for rates, such as speeds over equal distances, with a weighted version for unequal ones.
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Missing value and missing frequency calculator
Find a missing observation, or one or two missing frequencies, when the mean is known.
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Mean, median, mode and range calculator
All four from a list, with the working for each and every mode reported.
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Median and mode calculator (grouped data)
Median and mode of a list, a discrete series or class intervals, checked with Mode = 3 Median − 2 Mean.
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Mode calculator
The mode of a list, a frequency table or grouped data, including the grouping method.
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Arithmetic mean calculator
Σx ÷ n for a list or frequency table, compared with the geometric and harmonic means of the same data.
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Weighted median calculator
The value where the cumulative weight reaches half, with the exact-half tie handled.
Statistics: quartiles, deciles and dispersion
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Quartile calculator
Q1, Q2 and Q3 for a list, a discrete (x, f) series or class intervals, with the textbook and Excel methods.
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Quartile deviation calculator
Quartile deviation (Q3 − Q1)/2 and its coefficient for individual, discrete and grouped data.
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Mean deviation calculator
Mean deviation about the mean, median or mode, with its coefficient, for all three series types.
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Decile calculator
Any decile D1 to D9 from a list, a frequency table or class intervals.
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Decile deviation calculator
Interdecile range D9 − D1, the decile deviation (D9 − D1)/2 and its coefficient.
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Coefficient of range calculator
Range and the coefficient of range (L − S)/(L + S) for raw or grouped data.
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Percentile rank calculator
The percentile rank of a value, by the half-ties or strictly-below rule, or the value at a given rank.
Statistics: shape, spread and outliers
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Dispersion calculator
Range, IQR, quartile deviation, mean and median absolute deviation, variance, SD, CV and the index of dispersion in one table.
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Skewness calculator
Fisher–Pearson g₁, adjusted G₁, both Pearson coefficients, the standard error of skewness and a z test.
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Outlier calculator
Flag outliers by Tukey fences, z-scores, modified z-scores and Grubbs’ test, side by side.
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Upper and lower fence calculator
Lower and upper fences Q₁ − k·IQR and Q₃ + k·IQR, from data or from the quartiles.
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Median absolute deviation calculator
MAD, the 1.4826-scaled estimate of σ and modified z-scores for every value.
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Midrange calculator
The midpoint of the smallest and largest values, compared with the mean and median.
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Covariance calculator
Sample and population covariance of paired data with the deviations table and r.
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Index of qualitative variation calculator
IQV for categorical data: (K/(K − 1))(1 − Σp²), from category counts.
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Average rating calculator
Average star rating from the count at each score, with a Bayesian average and the distribution.
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Constant of proportionality calculator
k = y/x from a pair or a table, with a check that the table is proportional.
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Standard deviation index calculator
SDI = (lab mean − peer mean) ÷ peer SD for lab QC, with the CV ratio.
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Process capability index calculator
Cp, Cpk, Pp and Ppk from measurements or summary figures, with ppm and sigma level.
Statistics: charts and frequency tables
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Box plot calculator
Box-and-whisker plots for one or several data sets, with quartiles, fences and outliers.
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Dot plot calculator
A stacked dot plot of your data, with counts, the mode, mean and median.
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Histogram calculator
Bins by Sturges, square-root, Scott or Freedman–Diaconis, with the frequency table and histogram.
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Pie chart calculator
Percentages and central angles in degrees for each category, drawn as a pie chart.
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Stem-and-leaf plot calculator
Stem-and-leaf displays with any leaf unit, split stems, or two data sets back to back.
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Frequency distribution calculator
Grouped or ungrouped frequency tables with relative, cumulative and cumulative relative frequency.
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Frequency polygon calculator
Class midpoints and frequencies plotted as a closed frequency polygon, from data or a class table.
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Relative frequency calculator
Relative and cumulative relative frequencies from raw values or category counts.
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Class width calculator
Class width from the range and number of classes, with the class limits and boundaries.
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Venn diagram calculator
Two- or three-set Venn diagrams from counts or element lists, with every region filled in.
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Scatter plot maker
Plot x-y pairs as a scatter plot with an optional least-squares trend line, r, R² and flagged outliers.
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Least to greatest calculator
Put fractions, decimals, negatives and percentages in order, least to greatest or the reverse.
Statistics: correlation, regression, probability and tests
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Pearson correlation coefficient calculator
Karl Pearson's r by the actual-mean, direct and assumed-mean methods, with the t-test and a scatter plot.
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Spearman's rank correlation calculator
Rank correlation from raw data or ranks, with the (m³ − m)/12 correction for tied ranks.
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Kendall's tau calculator
Tau-a and tau-b from concordant and discordant pairs, with a z test.
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Multiple regression calculator
Least-squares fit with up to four predictors: coefficients, t-tests, R² and the F-test.
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Logistic regression calculator
Binary logistic regression by maximum likelihood, with odds ratios and predicted probabilities.
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Z-test calculator
One- and two-sample z-tests for means and proportions, with p-value and decision.
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F-test calculator
Test whether two variances are equal, from raw data or from s and n.
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Probability calculator
Union, intersection, complement and conditional probabilities of two events, or P(at least one).
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Conditional probability calculator
P(A|B) from probabilities or from a 2×2 table of counts.
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Bayes' theorem calculator
Posterior probability for a medical test, with natural frequencies, or across several hypotheses.
Statistics: probability, odds and counting
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Combination calculator
nCr with or without repetition, and a list of every combination for small sets.
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Permutation calculator
nPr, nʳ with repetition, and the distinct arrangements of the letters in a word.
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Expected value calculator
E[X], variance and standard deviation from a table of outcomes and probabilities, with a fair-game check.
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Joint probability calculator
P(A ∩ B) for independent or dependent events, or from a two-way table of counts.
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Probability of 3 events calculator
At least one, all three, exactly one, exactly two and none, for three independent events.
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Odds calculator
Convert between probability, odds for and against, and fractional, decimal and American odds.
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Implied probability calculator
Implied probabilities from betting odds, the bookmaker’s overround, and fair no-vig probabilities.
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Chebyshev's theorem calculator
The minimum share of data within k standard deviations of the mean, for any distribution.
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P-hat calculator
Sample proportion p̂ = x/n with its standard error, margin of error and confidence interval.
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Password combination calculator
How many passwords a character set and length allow, their entropy, and the time to brute-force them.
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Lottery calculator
Jackpot and prize-tier odds for any pick-k-from-n lottery with a bonus ball, and the expected value of a ticket.
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Quiz: Lottery calculator
Random lottery-odds questions to answer, marked instantly with the working shown.
Statistics: coins, dice and games of chance
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Coin flipper
Flip one coin or thousands, and compare the tally with a 50–50 split.
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Coin flip probability calculator
The chance of exactly, at least or at most k heads in n flips.
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Coin toss streak calculator
The exact chance of k heads (or either side) in a row, and the expected longest run.
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Dice average calculator
The average, variance and SD of any NdS + M roll, with drop lowest or highest.
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Dice probability calculator
The chance of rolling a sum exactly, at least, at most or in a range with N dice.
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Dice roller
Roll any dice in NdS+M notation and keep a history of recent rolls.
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Quiz: Dice average calculator
Random dice-average questions with instant marking and worked answers.
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Roulette payout calculator
Payout, win probability, house edge and expected loss for every roulette bet.
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Random number generator
Random whole numbers or decimals in a range, with no-repeat and sort options.
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Birthday paradox calculator
The chance two people share a birthday, and the group size for any target.
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Monty Hall problem calculator
Win chances for staying and switching with any number of doors, plus a simulation.
Statistics: diagnostic tests, risk and paradoxes
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Sensitivity and specificity calculator
Sensitivity, specificity, PPV, NPV and likelihood ratios with Wilson or exact confidence intervals.
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Confusion matrix calculator
Accuracy, precision, recall, F1, MCC, kappa and more from a 2×2 confusion matrix.
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Accuracy calculator
Accuracy from TP/TN/FP/FN or from sensitivity and specificity, and percent accuracy of a measurement.
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Post-test probability calculator
Pre-test probability and a likelihood ratio to post-test probability, drawn on a Fagan nomogram.
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Youden index calculator
Youden's J from a 2×2 table, or the best cut-off from a table of thresholds.
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Relative risk calculator
Relative risk with a 95% confidence interval, the risk difference and NNT or NNH.
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Risk calculator
Absolute and relative risk, risk reduction, attributable risk, odds ratio and NNT from two groups.
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False positive paradox calculator
Why an accurate test gives mostly false positives for a rare condition, with a frequency tree.
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Bertrand's box paradox
Draw a gold coin: why the other coin is gold two times in three, with custom boxes and simulation.
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Bertrand's paradox simulator
Random chords by three methods give 1/3, 1/2 and 1/4; simulated and drawn.
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Boy or girl paradox calculator
The two-child problem: at least one boy, older boy, and the boy born on a Tuesday.
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Parrondo's paradox calculator
Two losing games that win when mixed: exact drift and simulated runs.
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Two envelopes paradox calculator
The 1.25× switching argument against the correct analysis, with simulated strategies.
Statistics: probability distributions
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Inverse normal distribution calculator
The x and z that leave a given area to the left, right, middle or in both tails.
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Uniform distribution calculator
Probabilities, mean and SD for a continuous range or whole numbers a to b.
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Exponential distribution calculator
Waiting-time probabilities and percentiles from the rate λ or the mean.
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Geometric distribution calculator
P(X = k), ≤ and ≥ for the trial of the first success, in both conventions.
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Negative binomial distribution calculator
Probabilities for the number of failures or trials before the r-th success.
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Hypergeometric distribution calculator
Successes in a sample drawn without replacement, with a full probability table.
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Beta distribution calculator
CDF, density, percentiles and moments of Beta(α, β) on 0 to 1.
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Lognormal distribution calculator
Lognormal probabilities from μ and σ of ln X, or from the mean and SD of X.
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Weibull distribution calculator
Failure probabilities, reliability, B10 life and moments from shape k and scale λ.
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Rayleigh distribution calculator
Probabilities, percentiles and moments of the Rayleigh distribution from σ.
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SMp(x) distribution calculator
The six-parameter SMp(x) function: value, probabilities, percentiles and moments.
Statistics: sampling distributions and estimation
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Central limit theorem calculator
Mean and standard error of x̄ from μ, σ and n, and the probability that the sample mean falls in a range.
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Normal probability calculator for sampling distributions
Probabilities for a sample mean or sample proportion, with the finite population correction.
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Sampling distribution of the sample proportion calculator
Mean and standard error of p̂, the np ≥ 10 check, and probabilities for p̂.
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Continuity correction calculator
Turn P(X ≤ k), P(X = k) and the rest into the corrected normal bound, and compare with the exact answer.
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Normal approximation calculator
Normal approximation to the binomial or Poisson, with and without the continuity correction, against the exact value.
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Standard deviation of the sample mean calculator
σ/√n from a standard deviation or raw data, with the finite population correction.
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Point estimate calculator
MLE, Laplace, Jeffrey and Wilson estimates of a proportion, the best one picked, or the estimate from a CI.
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Sampling error calculator
Margin of sampling error for a survey proportion or a mean at any confidence level.
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Effect size calculator
Cohen's d, Hedges' g and Glass's Δ from two groups, plus d ↔ r and η² from F.
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Exponential growth prediction calculator
Predict x(t) = x₀(1 + r)^t or solve for the start value, rate or time, with the doubling time.
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Upper control limit calculator
UCL and LCL for X̄-R, X̄-s, I-MR, p and c charts from data or summary values, with the chart.
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Benford's law calculator
First-digit distribution against Benford, with the chi-square test and Nigrini’s MAD conformity.
Statistics: hypothesis tests
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Hypothesis testing calculator
One-sample z or t test for a mean, or z test for a proportion, with the decision and a shaded rejection region.
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A/B test calculator
Conversion rates, uplift, p-value and confidence interval for an A/B test, plus the sample size per variant.
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Bonferroni correction calculator
The α/m threshold, and Bonferroni, Holm and Benjamini–Hochberg adjusted p-values for a list of tests.
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Fisher's exact test calculator
Exact one- and two-sided p-values for a 2×2 table, with the odds ratio and every possible table.
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McNemar's test calculator
Paired yes/no test: χ² with and without continuity correction, exact binomial p and the odds ratio b/c.
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Mann–Whitney U test calculator
Rank-based comparison of two groups: U₁, U₂, exact or normal p-value and effect size r.
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Wilcoxon rank-sum test calculator
The rank sum W with its expected value, standard error, z and p-value, ties handled.
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Power analysis calculator
Sample size or power for t-tests, two proportions and correlations, with a power curve.
Statistics: regression and model fit
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Coefficient of determination calculator
R² and adjusted R² from x, y data, from actual vs predicted values, or from sums of squares.
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Quadratic regression calculator
Least-squares y = ax² + bx + c with R², a fitted-curve chart and predictions.
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Cubic regression calculator
Fit y = ax³ + bx² + cx + d, with R², adjusted R² and a chart of the curve.
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Polynomial regression calculator
Polynomial fit of degree 1 to 6, with a table comparing adjusted R² across degrees.
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Exponential regression calculator
Fit y = a·e^(bx) and y = a·b^x by log-linear least squares, with growth rate and predictions.
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F statistic calculator
F from ANOVA sums of squares, regression R² or two variances, with p-value and critical value.
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t statistic calculator
One-sample, Welch, pooled and paired t from summary statistics, with df and p-value.
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Degrees of freedom calculator
Degrees of freedom for t-tests, Welch, chi-square, ANOVA and regression, with formulas.
Statistics: error, uncertainty, diversity and information
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Error propagation calculator
Carry uncertainties through sums, products, powers or any formula f(a, b, c).
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Uncertainty calculator
Standard uncertainty s/√n and expanded uncertainty U = k·u from repeated readings.
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Absolute uncertainty calculator
Convert between absolute and percentage uncertainty, or combine uncertainties of a sum.
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Relative error calculator
Absolute, relative and percent error of a measurement against the true value.
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Relative standard error calculator
RSE = SE ÷ estimate × 100 from data, or from a standard error and estimate.
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MSE calculator
MSE, RMSE, MAE and MAPE from actual and predicted values.
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Residual calculator
Residuals, a residual plot and SSE for a least-squares or given line.
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Raw score calculator
Turn a z-score or a percentile back into a raw score with x = μ + zσ.
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Shannon entropy calculator
Entropy from probabilities, counts or text, with the Shannon index H′ and evenness.
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Simpson's diversity index calculator
D, 1 − D and 1/D from species counts, in the n(n − 1) or Σp² form.
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Quiz: Simpson's diversity index calculator
Random quadrat questions: work out 1 − D and check it against the full working.
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Correlation coefficient calculator (Matthews)
MCC from TP, TN, FP and FN, or from a multiclass confusion matrix.
Statistics: index numbers
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Laspeyres price index calculator
Σp₁q₀ / Σp₀q₀ × 100: prices weighted by base-year quantities, with the full p₀q₀ and p₁q₀ table.
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Paasche price index calculator
Σp₁q₁ / Σp₀q₁ × 100: prices weighted by current-year quantities, with the working.
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Fisher’s ideal index calculator
√(Laspeyres × Paasche), with the time reversal and factor reversal tests checked on your numbers.
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Weighted aggregative index calculator
Σp₁w / Σp₀w by six methods, from Laspeyres to Fisher, compared side by side on the same data.
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Marshall–Edgeworth price index calculator
Σp₁(q₀ + q₁) / Σp₀(q₀ + q₁) × 100: the two years’ quantities added together as weights.
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Dorbish–Bowley price index calculator
The arithmetic mean of the Laspeyres and Paasche indices, (L + P) / 2, with both shown.
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Kelly’s price index calculator
Σp₁q / Σp₀q × 100 with a fixed basket q that does not change between the two periods.
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Simple aggregative method calculator
Σp₁ / Σp₀ × 100, the unweighted index, with a quantity index option (Σq₁ / Σq₀).
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Simple average of price relatives calculator
ΣR / N or antilog(Σ log R / N): an unweighted index from each item’s price relative.
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Weighted average of price relatives calculator
ΣRW / ΣW with value weights W = p₀q₀ or your own weights, arithmetic or geometric.
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Price relatives calculator
p₁/p₀ × 100 for each item, plus fixed-base, link and chain relatives for a price series.
Math: averages and sums
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Mean (average)
The arithmetic mean on its own, with the sum and count that produced it.
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Median
The middle value, sorted and shown — the average that ignores outliers.
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Mean, median, mode, range
The full descriptive summary, with every tied mode reported.
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Sum of squares
Σ(x − x̄)² by both formulas, with the variance and SD that follow from it.
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Root mean square
RMS of any list, the sum and mean of squares, and how RMS relates to the SD.
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Weighted average
Σwx ÷ Σw for grades, prices or survey weights, next to the unweighted mean.
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Grade average
The mean of a set of scores, with a trimmed mean for dropping the extremes.
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Range
Maximum minus minimum, with the midrange and how the range compares with the SD.
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Minimum and maximum
The smallest and largest values, how often each occurs, and the runners-up.
Math: arithmetic and number theory
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Addition calculator
Add any list of numbers exactly, with column addition and the carries shown.
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Subtraction calculator
Subtract with column working that shows every borrow, including across zeros.
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Multiplication calculator
Exact products of any size, with long multiplication and partial products.
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Division calculator
Quotient, remainder, repeating decimal and a step-by-step long division.
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Percentage calculator
Percent of a number, percentage change, increase or decrease, and reverse percentages.
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Ratio and proportion calculator
Simplify ratios, solve a : b = c : x, and share an amount in a ratio.
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Prime number calculator
Test any number for primality, find the next or previous prime, list primes, or the nth prime.
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Prime factorization calculator
Prime factors with exponents, the division ladder, and every divisor.
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Divisibility calculator
Test a number against 2 to 12 with each divisibility rule applied to its digits.
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Number theory calculator
Euler’s totient, divisor functions, perfect numbers, digital root and Collatz steps.
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GCD and LCM calculator
GCD and LCM by the Euclidean algorithm and by prime factors, with Bézout coefficients.
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Modular arithmetic calculator
a mod n, modular powers, inverses and linear congruences, with the steps.
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Number system converter
Convert between binary, octal, decimal, hex and any base from 2 to 36.
Math: algebra
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Quadratic equation calculator
Roots of ax² + bx + c = 0 in exact surd or complex form, with the vertex and a graph.
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Linear equation calculator
One linear equation step by step, or 2 × 2 and 3 × 3 systems by elimination or Cramer’s rule.
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Polynomial calculator
Add, multiply and long-divide polynomials, evaluate them, and find every real and complex root.
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Simplify expression calculator
Simplified, expanded and factored forms of an algebraic expression, with fractions combined.
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Function calculator
Evaluate f(x), tabulate it, and find its domain, inverse and compositions, with a graph.
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Sequence and series calculator
nth term, sum of n terms and sum to infinity for arithmetic, geometric and harmonic sequences.
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Binomial theorem calculator
Expand (ax + b)ⁿ, find any term or the coefficient of xᵏ, with Pascal’s triangle.
Math: geometry
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Area calculator
The area of thirteen shapes, with a labelled diagram and conversions to ft², acres and hectares.
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Perimeter calculator
The distance round any common shape, including the ellipse by Ramanujan’s approximation.
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Volume calculator
Volume and surface area of eleven solids, in cubic units, litres and gallons.
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Triangle calculator
Area, angles, type, heights, medians and radii of a triangle from any three parts.
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Circle calculator
Radius, diameter, circumference and area from any one, plus arcs, chords and segments.
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Rectangle and square calculator
Length, width, area, perimeter and diagonal from any two known values.
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Polygon calculator
Regular polygons from any one measurement, and any polygon’s area from coordinates.
Math: trigonometry
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Trigonometric functions calculator
All six trig functions of an angle with exact values, plus the inverse functions.
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Sine calculator
sin θ in degrees, radians or gradians, arcsin with every solution, and opposite over hypotenuse.
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Cosine calculator
cos θ with exact values, arccos, adjacent over hypotenuse and the law of cosines.
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Tangent calculator
tan θ, arctan, opposite over adjacent, and the angle of a slope or grade.
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Triangle solver
Solve any triangle from three parts, with the ambiguous SSA case and a drawing to scale.
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Trigonometric equation solver
Solve trig equations on an interval, with the general solution and a graph of both sides.
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Trig graph calculator
Graph y = A sin(Bx − C) + D and friends: amplitude, period, phase shift and asymptotes.
Math: calculus
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Derivative calculator
Derivatives up to the fourth, with each rule shown as a step, a tangent line and a graph.
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Integral calculator
Antiderivatives with the method named, and definite or improper integrals, exact and numerical.
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Limit calculator
Limits at a point or at ±∞, one- or two-sided, with L’Hôpital’s rule and a table of values.
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Differential equation calculator
Solve y′ = f(x, y) numerically with RK4 and Euler, or linear equations exactly.
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Partial derivative calculator
First and second partial derivatives, mixed partials and Clairaut’s check, at a point.
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Infinite series calculator
Convergence tests with reasoning, partial sums, and the sum of a convergent series.
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Multivariable calculus calculator
Gradient, directional derivative, Hessian, critical points and double integrals of f(x, y).
Math: coordinate geometry
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Distance and midpoint calculator
Distance as an exact surd, midpoint, slope and the line through two points, in 2D or 3D.
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Straight line equation calculator
A line’s equation from points, slope or intercepts, in slope-intercept, point-slope, general and intercept forms.
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Line calculator
Where two lines meet, the angle between them, parallel-line distance and point-to-line distance.
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Point calculator
Section formula, centroid and area of a triangle, collinearity, quadrants and reflections.
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Curve calculator
Intercepts, turning points, tangent and normal, area and arc length for y = f(x), with a graph.
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Conic sections calculator
Classify a second-degree equation and find its standard form, foci, directrices and eccentricity.
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3D geometry calculator
Direction cosines, lines and planes in space, angles between them and shortest distances.
Math: vectors and matrices
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Vector calculator
Add, subtract and scale vectors; dot and cross products, angle, unit vector and projection.
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Matrix calculator
Inverse, determinant, RREF, rank, trace, powers and eigenvalues, in exact fractions.
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Matrix operations calculator
A + B, A − B, AB, BA and kA, or solve AX = B, with the row-by-column working.
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Determinant calculator
Determinants up to 8×8 by cofactor expansion, Sarrus or row reduction, step by step.
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Cross product calculator
a × b with the i, j, k determinant expanded, the area it spans and a perpendicularity check.
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Vector magnitude and direction
Length, direction angle and bearing of a vector, 3D direction cosines, or components from an angle.
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Vector analysis calculator
Triple products, volumes, coplanarity and independence tests, areas and Gram–Schmidt.
Math: discrete mathematics
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Set calculator
Union, intersection, differences and complements of up to three sets, with a Venn diagram.
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Relation calculator
Test a relation for the four properties and build its reflexive, symmetric and transitive closures.
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Graphing calculator
Plot up to four functions of x and find their zeros and intersections.
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Discrete math calculator
Solve linear recurrences, count with inclusion–exclusion and apply the pigeonhole principle.
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Permutation and combination calculator
nPr, nCr, with-repetition counts, letter arrangements and circular permutations, exactly.
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Graph theory calculator
Degrees, BFS and DFS, Dijkstra, Kruskal’s MST, Euler paths and a bipartite check for any edge list.
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Boolean algebra calculator
Truth tables, canonical SOP and POS, and Quine–McCluskey minimisation of a Boolean expression.
Math: applied science and engineering
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Physics calculator
SUVAT from any three values, F = ma, energy, power, momentum, projectile range and height, density, pressure and wave speed.
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Engineering calculator
Ohm's law, resistor and capacitor networks, voltage dividers, stress and strain, torque, gear ratios and RC time constants.
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Financial mathematics calculator
Present and future values, annuities and perpetuities, effective rates, and the NPV, IRR and payback of cash flows.
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Data analysis calculator
Raw data to a frequency table: classes by width or Sturges, relative and cumulative frequency, histogram, ogives and grouped averages.
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Chemistry calculator
Molar mass from a formula, moles and particles, molarity, dilution, the ideal gas law, pH and percent composition.
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Biostatistics calculator
From a 2×2 table: sensitivity, specificity, predictive values, likelihood ratios, relative risk, odds ratio and NNT with CIs.
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Econometrics calculator
Price, income and cross elasticity, the GDP deflator, CAGR, the Durbin–Watson statistic and simple OLS with standard errors.
Finance: saving, investing, tax and pay
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Compound interest calculator
A = P(1 + r/n)^(nt) with regular deposits, or solve for the rate, time or principal.
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Investment calculator
End balance from a lump sum and regular contributions, or the contribution a target needs.
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Retirement calculator
Savings at retirement in future and today’s money, how long they last, and any shortfall.
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Inflation calculator
Future cost and past value of money at an average inflation rate, or the rate between two prices.
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Finance calculator (TVM)
Solve N, I/Y, PV, PMT or FV like a financial calculator, with a cash-flow timeline.
Converters
Conversions the calculators above already do, each on the page that explains it.
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Variance ↔ standard deviation
Square the SD for the variance, or take the root of a variance to get the SD back.
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Standard error → standard deviation
Recover the SD behind a published standard error: s = SE × √n.
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Standard deviations → percentile
How far above or below the mean a value sits, as a percentile of a normal distribution.
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Percentile ↔ value
The value at any percentile of your data, or the percentile rank of a value.
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SD → coefficient of variation
Express the spread as a ratio or percentage of the mean.
Learn: reference and guides
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Learn hub
Everything below in a suggested order, from first principles to software.
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Formulas
Every formula the calculators use, with a link to each one.
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FAQ
Short answers to the questions people ask most about standard deviation.
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Quiz
Fifteen questions with explanations, to check you have it.
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Worked examples
Ten real-world problems worked in full.
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Practice problems
Random problems on seven topics, marked instantly.
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Worksheets
Four printable worksheets with answer keys, and a generator for new practice sets.
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Interpreting your result
Is your SD high? Check it against the mean, the range and a benchmark.
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Use cases
Where standard deviation is used, from classrooms to factory floors.
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What is standard deviation?
What the number means, its units, and how to read high, low and zero.
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How to calculate it
Six steps on real numbers, both formulas worked in full, and practice problems.
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SD vs variance
The square root that separates them, and when each one is the right report.
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SD vs mean
Centre and spread, mean ± SD vs ± SE, and what outliers do to each.
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SD and the normal curve
How σ sets the width of the bell, and how to check data for normality.
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SD in probability
The standard deviation of a random variable: dice, sums, averages, named distributions.
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The formula
Both formulas taken apart term by term, and why each step is there.
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Symbols and notation
σ, s, μ, x̄, Σ — what each means and how to type it.
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Sample vs population
Which denominator to use, and how much it changes the answer.
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Standard deviation in Excel
STDEV.S, STDEV.P, conditional SD, and the errors that catch people.
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Standard deviation on a TI-84
Keystrokes, Sx versus σx, and frequency lists.
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Standard deviation on a Casio
fx-991CW, fx-991EX, ES PLUS and MS keystrokes, and which result is sx or σx.
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Standard deviation in Python
NumPy, pandas and the statistics module, and the ddof trap.
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Standard deviation in R
sd(), var(), population SD, NA handling and by-group.
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SD in psychology
IQ and T-score scales, APA reporting and Cohen’s d.
Not sure which you need?
| What you have | Use |
|---|---|
| A list of raw values | Standard deviation calculator |
| Exact values and how often each occurs | Frequency table |
| A CSV or spreadsheet export | SD from CSV |
| Class intervals and counts | Grouped data |
| Several groups, each with its own n and SD | Pooled SD |
| Values that should not count equally | Weighted SD |
| Replicate lab measurements to assess precision | %RSD |
| One value, plus a mean and SD | Z-score |
| A mean, SD and n, wanting a range | Confidence interval |
| Two group means, wanting an effect size | Cohen’s d |
| A survey result, wanting its ± | Margin of error |
| Values that count unequally, wanting their average | Weighted average |
| A published standard error, wanting the SD | Standard error |
| Data with suspected outliers | IQR & outliers |
| Skewed data needing a robust summary | Five-number summary |
| A rank rather than a value | Percentiles |
| A mean and σ, wanting a probability | Normal distribution |
| A fixed number of pass/fail trials | Binomial distribution |
| A picture of the curve | Bell curve generator |