Statistical graph maker
Paste one numerical data series. The tool draws the selected graph and calculates the mean, median, standard deviation and frequency table.
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 or interval | Frequency | Cumulative count | Share |
|---|---|---|---|
| Fill in the fields above — the result is computed on this page. | |||
How to use this page
- Paste your numerical data.
- Choose a histogram, frequency polygon or ECDF.
- 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
A histogram groups numbers into bins and shows their frequencies. A frequency polygon connects the centers of the same bins. An ECDF does not group observations: at each value it shows the proportion less than or equal to that value.
Changing the number of bins can change the visual shape of a histogram, so compare several settings and consult the table.
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
ACF and PACF autocorrelation calculator
Calculate ACF and PACF across time-series lags. Review the chart, reference bounds and coefficient table.
Adjusted R-squared calculator
Convert R² to adjusted R² using the number of observations and predictors in a regression model.
Beta distribution calculator
Calculate beta density, CDF, upper tail and quantile together with its mean and variance.