Distribution Mean Calculator

Versatile calculator for arithmetic means across varied data types and distributions. Enter raw lists, value‑frequency pairs, or class intervals with frequencies to compute. See calculations, weighted formulas, sample size, and clean summaries with validation messages. Export CSV, generate PDF, retain records for audits easily.

Tip: Press Tab then Enter to calculate quickly.
Value (xi) Frequency (fi) Remove
Lower (L) Upper (U) Frequency (f) Remove

Results
Enter data and click Calculate Mean.

Example Data

These examples illustrate formats supported by the calculator.

TypeDataMean
Raw 8, 10, 12, 14, 16, 18 13
Value‑Frequency (10,2), (12,3), (15,5), (18,2) 14
Grouped Intervals [0–10):4, [10–20):6, [20–30):5 ≈ 16.8

Formulas Used

How to Use This Calculator

  1. Choose an input mode: Raw Data, Value‑Frequency, or Grouped Intervals.
  2. Enter numbers, pairs, or intervals with frequencies. Use the examples as templates.
  3. Click Calculate Mean to compute the arithmetic mean and see detailed steps.
  4. Export the results and inputs using Download CSV or Download PDF.
  5. Fix any highlighted validation errors and recalculate as needed.

FAQs

It is the arithmetic average of a dataset or a probability distribution, computed as the sum of values (or midpoints) times frequencies divided by total frequency.

Yes. The calculator accepts negative and decimal values across all modes. Ensure intervals are ordered and non‑overlapping in the grouped mode.

The grouped mean is an approximation using each interval’s midpoint. Accuracy improves with narrower intervals and uniform distributions within classes.

No. For mean, the order of values does not affect the result; duplicates are handled through frequencies or repeated entries.

Practically, browser memory limits apply. For very large datasets, prefer the value‑frequency or grouped input to avoid pasting extremely long raw lists.

Dataset A — Discrete Distribution Example (Value–Frequency)

Small sales basket counts observed over 12 customers.

xi (items)fi (customers)xi·fi
122
248
339
5315
Σf = 12Σ(x·f) = 34

Mean: μ = Σ(x·f)/Σf = 34/12 ≈ 2.833333

Dataset B — Grouped Distribution Example (Intervals)

Response times (ms) grouped into equal-width classes.

Class [L, U)Midpoint mfm·f
[0, 50)258200
[50, 100)75141050
[100, 150)1256750
[150, 200)1752350
Σf = 30Σ(m·f) = 2350

Approx. Mean: μ ≈ Σ(m·f)/Σf = 2350/30 ≈ 78.333333

Dataset C — Raw Data Example

Daily temperatures (°C) over a week.

Dayxi (°C)
Mon28.4
Tue31.0
Wed29.5
Thu30.2
Fri27.9
Sat26.8
Sun29.1
Σx202.9
n7

Mean: μ = Σx/n = 202.9/7 ≈ 28.985714

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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.