Central Tendency Calculator

Turn raw numbers into reliable summary insights. Compare averages, detect skew, and explain distributions clearly. Get clean metrics, exports, and visuals for smarter decisions.

Calculator Inputs

Enter raw values, optional frequencies, optional weights, a trim percentage, and preferred decimal precision. Results update after submission.

Use commas, spaces, semicolons, or new lines.
Provide one whole-number frequency per value.
Weights calculate weighted mean and weighted median.
A 10% trim removes 10% from each tail.
Controls numeric precision in the result display.
Mean, median, mode, range, midrange, trimmed mean, geometric mean, harmonic mean, weighted mean, and weighted median.

Example Data Table

This sample dataset shows how the calculator handles repeated values and summarizes the main central tendency measures.

Observation Value Frequency Weighted Example
11210.7
21510.9
31511.0
41811.1
51811.3
61811.4
72011.0
82210.8
92410.7
103010.6
Example summary: Mean = 19.20, Median = 18.00, Mode = 18.00, Range = 18.00, Midrange = 21.00.

Formula Used

  • Arithmetic Mean: Mean = Σx / n
  • Median: Middle value after sorting. For even counts, median = (xn/2 + xn/2+1) / 2
  • Mode: The value or values with the highest frequency.
  • Weighted Mean: Weighted Mean = Σ(wx) / Σw
  • Weighted Median: The smallest value where cumulative weight reaches half of total weight.
  • Geometric Mean: Geometric Mean = (x1 × x2 × ... × xn)1/n
  • Harmonic Mean: Harmonic Mean = n / Σ(1 / x)
  • Trimmed Mean: Remove the chosen percentage from both tails, then compute the average of remaining values.
  • Midrange: Midrange = (Minimum + Maximum) / 2
  • Range: Range = Maximum − Minimum

How to Use This Calculator

  1. Enter your numeric dataset in the values box.
  2. Add frequencies only when each value represents repeated observations.
  3. Add weights when you need weighted mean and weighted median.
  4. Choose a trim percent and decimal precision.
  5. Press the calculate button to view results, chart output, and export options.

Frequently Asked Questions

1) What does this calculator measure?

It measures the central location of a dataset using arithmetic mean, median, mode, weighted metrics, trimmed mean, geometric mean, harmonic mean, range, and midrange.

2) When should I use the median instead of the mean?

Use the median when your data has strong outliers or skew. It is more resistant to extreme values than the arithmetic mean.

3) What happens when more than one mode exists?

The calculator returns every value tied for the highest frequency. That means your dataset is multimodal rather than having a single mode.

4) Why would I enter frequencies?

Frequencies help when your data is summarized as value-count pairs. They rebuild the effective dataset without manually repeating the same values.

5) Why might geometric mean be unavailable?

Geometric mean requires all values to be positive. Zero or negative entries break the logarithmic calculation used to compute it safely.

6) Why might harmonic mean be unavailable?

Harmonic mean cannot be calculated when any value is zero, because it relies on reciprocals and division by zero is undefined.

7) What does the trimmed mean help with?

Trimmed mean reduces the effect of unusually small or large observations. It is useful when you want a more stable average without full outlier removal rules.

8) What does the graph show after calculation?

The graph displays the data distribution by value and frequency. It also marks major statistics like mean, median, mode, midrange, and other available lines.

Related Calculators

Variance CalculatorMode CalculatorRange CalculatorFive Number SummaryPopulation Mean CalculatorSample Mean CalculatorPopulation Standard DeviationSample Standard DeviationCoefficient of VariationTrimmed Mean Calculator

Important Note: All the Calculators listed in this site are for educational purpose only and we do not guarentee the accuracy of results. Please do consult with other sources as well.