RJB World Visualization Tools

Histogram Generator

Analyze continuous numeric data distributions, skewness, and frequency bins with interactive histograms. Import your CSV data and customize bin intervals with a slider.

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Upload your dataset

Drop your CSV, Excel (.xlsx/.xls), or JSON file here to visualize instantly

Or Paste CSV Data

Paste raw CSV or comma-separated rows below

Try Sample Datasets

Test chart features with 1-click sample data

About this visualization tool

Generate frequency distribution histograms from numerical CSV data. Adjust bin counts, analyze data distribution, and export HD PNG or SVG images.

Key Features & Capabilities

  • Automatic and customizable bin interval calculation (3 to 30 bins)
  • Frequency count calculation across continuous numeric variables
  • Visual inspection of normal distributions, skewness, and bimodal data
  • Interactive bin tooltips with exact range boundaries
  • Export publication-ready PNG images or vector SVG graphics

Frequently Asked Questions

How is a histogram different from a bar chart?

Bar charts display discrete categorical groups, whereas histograms show the frequency distribution of continuous numerical data grouped into equal-width bins.

Can I adjust the number of bins?

Yes! Use the Histogram Bins slider in Chart Settings to adjust between 3 and 30 frequency bins.

Can I download the histogram as vector SVG?

Yes, export vector SVG files for crisp scaling in academic papers and reports.