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Statistical graph maker

Paste one numerical data series. The tool draws the selected graph and calculates the mean, median, standard deviation and frequency table.

Number of observations: —

Fill in the fields above — the result is computed on this page.

Mean
—
Median
—
Sample standard deviation
—
Minimum
—
Maximum
—
Heatmap observations
—
Heatmap variables
—
Strongest correlation |r|
—

Data graph

The histogram and polygon use the selected number of equal-width bins. The ECDF shows the share of observations less than or equal to x.

Graph data table

Value / variable A Count / variable B Cumulative / correlation r Share
Fill in the fields above — the result is computed on this page.
What do these numbers mean?
  • The graph describes the supplied data; by itself it does not prove normality or causation.
  • The mean is sensitive to outliers, while the median is usually more resistant.

Up to 5,000 numbers. The graph does not replace data quality checks, missing-data analysis or model selection.

How do I use this page?
  1. Paste your numerical data.
  2. Choose a histogram, frequency polygon or ECDF.
  3. Compare the graph with the table and descriptive statistics.

What this page does not do: Up to 5,000 numbers. The graph does not replace data quality checks, missing-data analysis or model selection.

Further reading

Theory — how does the statistical graph maker work?

A histogram groups numbers into bins and shows how many values fall into each one. A frequency polygon connects the midpoints of those same bins with a line, making it easier to compare the shape of several distributions at once. An ECDF requires no grouping at all — for every value it shows the share of observations that are less than or equal to it. Changing the number of histogram bins can noticeably change its appearance, so it is worth checking a few variants before drawing conclusions.

Frequently asked questions

How many bins should I use?
There is no single correct count. Start with 6–10 and check whether your conclusion changes only because of binning.
When is an ECDF useful?
Use it when you want to preserve every observed value and read cumulative proportions without arbitrary bins.

See also

← All calculators

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Offline app and draw notifications

My saved selections

Selections saved only in this browser. Numbers are shown exactly as saved; this is not a lottery ticket.

Open the My saved selections hub
Restore with preview

Restore in the hub: review the file and confirm first. Both old backups and the complete selections + journal backup are supported. Nothing is uploaded.