MakeMyStats

Tools / CSV Chart Generator

CSV Chart Generator

Drop a CSV, pick label and value columns, and render a bar, line, or pie chart. Aggregate repeating labels by sum, average, or count. Export the chart as SVG or PNG.

Runs entirely in your browser

Drop a CSV or TSV file here, or click to select.

.csv, .tsv, .tab · Max 500 MB

How to use CSV Chart Generator

  1. Drop your CSV

    Drag a .csv or .tsv file onto the dropzone. PapaParse reads it in your browser — nothing is uploaded.

  2. Pick a chart type

    Choose Bar for category comparisons, Line for trends over an ordered axis, or Pie for shares of a whole. You can switch types at any time without re-loading.

  3. Pick the label and value columns

    The label column (X) holds the categories or dates; the value column (Y) holds the numbers. The tool auto-guesses a sensible pair on first load.

  4. Choose an aggregation

    When labels repeat, pick Sum, Average, or Count to collapse them into one point per label. Pick None if each row is already a distinct point (for example, daily revenue rows).

  5. Export the chart

    Click Download SVG for a resolution-independent vector (paste into Figma, Keynote, or a blog post) or Download PNG for a 2× raster image. Colors and axes travel with the file.

Frequently asked questions

Does this tool upload my CSV?
No. Every parse, transform, and download runs entirely in your browser using JavaScript and Web Workers. The file never leaves your device — there is no upload endpoint and no server-side processing.
Why are only the top values shown for big datasets?
The chart caps at 50 data points so bars and labels stay readable. Everything above the cap is either clipped (bar and line charts) or grouped into an 'Other' slice (pie charts). For full-fidelity output, aggregate first with CSV Column Statistics, then chart the result.
What counts as a numeric column?
The tool treats a value column as numeric when at least 80% of its non-empty cells parse as a number. Booleans are coerced to 0/1 so you can chart true/false rates without pre-processing.
Is PNG export lossless?
PNG is rasterized at 2× the visible size, which looks sharp on Retina displays but is still a raster. For infinite zoom (slides, print), prefer the SVG download — it opens in Figma, Illustrator, and Inkscape.
Can I chart negative values or dates?
Yes — bar and line charts handle negative values with an auto-placed zero line. Dates are plotted in the order they appear in the CSV, so sort your file first with CSV Sort if you need strict chronological order. Pie charts ignore negative values since a slice can't be less than zero.
CSV Column Statistics

Profile any CSV: per-column count, distinct, nulls, min/max, mean, median, std dev, and top values.

CSV Viewer

View and explore CSV files with sorting, filtering, and column type detection. Handles 100k+ rows.

CSV Sort & Group

Sort a CSV by one or more columns with per-key direction and optional group-by. Natural numeric-aware compare.