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Histogram Frequency Calculator

Bin Data and Calculate Frequencies with Step-by-Step Derivation

Data (comma separated)
Number of Bins
Bin Width (optional)

Histogram Binning Formulas

Bin width = (max - min) / number of bins
Relative frequency = frequency / n
Cumulative frequency = sum of frequencies up to bin

Histograms help visualize the distribution shape, central tendency, and spread of data!

Ensure you have at least 2 data points for meaningful histogram.

What is Histogram?

A histogram is a graphical representation of the distribution of numerical data by binning it into ranges and counting observations.

Data Binning

Group data into ranges

Frequency

Count observations

Visualization

See distribution shape

Exploration

Understand data better

💡 Example: Data [12,15,18,20,22,25,28,30,32,35,38,40,42,45,48,50], 5 bins → Bin width 7.6

Applications

Data Analysis Statistics Quality Control Research Education

Frequently Asked Questions

What is histogram?
Histogram is graphical representation of distribution of numerical data by binning into ranges.
How to bin data?
Divide range into equal intervals (bins), count observations in each bin.
What is relative frequency?
Relative frequency = bin frequency / total number of observations.
What is cumulative frequency?
Cumulative frequency = sum of frequencies up to and including current bin.

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